{"id":3601,"date":"2020-10-18T12:12:40","date_gmt":"2020-10-18T16:12:40","guid":{"rendered":"https:\/\/melindaozel.com\/?p=3601"},"modified":"2025-02-20T23:34:06","modified_gmt":"2025-02-21T04:34:06","slug":"bias-in-emotion-tracking","status":"publish","type":"post","link":"https:\/\/melindaozel.com\/vi\/bias-in-emotion-tracking\/","title":{"rendered":"S\u1ef1 thi\u00ean v\u1ecb trong theo d\u00f5i c\u1ea3m x\u00fac"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"3601\" class=\"elementor elementor-3601\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-63ad625 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"63ad625\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0a8286b\" data-id=\"0a8286b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1323232 elementor-widget elementor-widget-text-editor\" data-id=\"1323232\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h1>Sai l\u1ec7ch trong theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac<\/h1>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c551995 elementor-widget elementor-widget-text-editor\" data-id=\"c551995\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Ch\u00fang ta d\u01b0\u1eddng nh\u01b0 tin v\u00e0o quan \u0111i\u1ec3m ph\u1ed5 bi\u1ebfn r\u1eb1ng m\u00e1y m\u00f3c \u00edt thi\u00ean v\u1ecb h\u01a1n con ng\u01b0\u1eddi; tuy nhi\u00ean, n\u1ebfu b\u1ea1n hi\u1ec3u c\u00e1ch m\u00e1y m\u00f3c \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n \u0111\u1ec3 \u0111\u1ecdc v\u00e0 t\u1eadp trung v\u00e0o c\u00e1c kh\u00eda c\u1ea1nh kh\u00e1c nhau c\u1ee7a d\u1eef li\u1ec7u, b\u1ea1n s\u1ebd bi\u1ebft: \u0110i\u1ec1u \u0111\u00f3 kh\u00f4ng \u0111\u01a1n gi\u1ea3n nh\u01b0 v\u1eady.<\/p><p>M\u00e1y m\u00f3c kh\u00f4ng th\u1ec3 tr\u00e1nh kh\u1ecfi s\u1ef1 thi\u00ean v\u1ecb n\u1ebfu ch\u00fang \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o b\u1edfi con ng\u01b0\u1eddi.<\/p><p>D\u01b0\u1edbi \u0111\u00e2y l\u00e0 tr\u00ecnh b\u00e0y v\u1ec1 c\u00e1c lo\u1ea1i sai l\u1ec7ch c\u00f3 th\u1ec3 x\u1ea3y ra trong qu\u00e1 tr\u00ecnh theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 g\u1eafn nh\u00e3n bi\u1ec3u c\u1ea3m. Nhi\u1ec1u trong s\u1ed1 c\u00e1c sai l\u1ec7ch n\u00e0y c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c gi\u1ea3m thi\u1ec3u; do \u0111\u00f3, t\u00f4i c\u0169ng \u0111\u00e3 \u0111\u1ec1 xu\u1ea5t c\u00e1c ph\u01b0\u01a1ng ph\u00e1p c\u1ea3i ti\u1ebfn. <strong>N\u1ebfu b\u1ea1n \u0111ang l\u00e0m vi\u1ec7c v\u1ec1 theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac d\u01b0\u1edbi b\u1ea5t k\u1ef3 h\u00ecnh th\u1ee9c n\u00e0o, b\u1ea1n c\u00f3 tr\u00e1ch nhi\u1ec7m ph\u1ea3i nh\u1eadn th\u1ee9c \u0111\u01b0\u1ee3c nh\u1eefng th\u00e0nh ki\u1ebfn n\u00e0y.<\/strong><\/p><p><span style=\"text-decoration: underline;\">Xem c\u00e1c slide b\u00ean d\u01b0\u1edbi HO\u1eb6C video \u0111\u01b0\u1ee3c li\u00ean k\u1ebft t\u1ea1i \u0111\u00e2y<\/span>:<strong> Video YouTube<\/strong><\/p><p style=\"text-align: center;\"><iframe src=\"https:\/\/www.youtube.com\/embed\/TdpdOcGcxkY\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd1c2af elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"dd1c2af\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7f148ef elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7f148ef\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7c17381\" data-id=\"7c17381\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b0cfe2d elementor-widget elementor-widget-image\" data-id=\"b0cfe2d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8261\" alt=\"S\u1ef1 thi\u00ean v\u1ecb li\u00ean quan \u0111\u1ebfn ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52a9cb8 elementor-widget elementor-widget-image\" data-id=\"52a9cb8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8260\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: Nhi\u1ec1u c\u00f4ng ty theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac c\u1ed1 g\u1eafng s\u1eed d\u1ee5ng H\u1ec7 th\u1ed1ng M\u00e3 h\u00f3a H\u00e0nh \u0111\u1ed9ng Khu\u00f4n m\u1eb7t (FACS) c\u1ee7a Paul Ekman.\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c0d557b elementor-widget elementor-widget-text-editor\" data-id=\"c0d557b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 500;\"><span style=\"font-weight: 300;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <\/span>Nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t v\u00e0 theo d\u00f5i bi\u1ec3u c\u1ea3m<\/span><span style=\"font-weight: 300;\"> c\u00e1c c\u00f4ng ty <\/span><i><span style=\"font-weight: 300;\">th\u1eed<\/span><\/i><span style=\"font-weight: 300;\"> S\u1eed d\u1ee5ng ph\u01b0\u01a1ng ph\u00e1p c\u1ee7a Paul Ekman <\/span><span style=\"font-weight: 300;\">H\u1ec7 th\u1ed1ng m\u00e3 h\u00f3a h\u00e0nh \u0111\u1ed9ng khu\u00f4n m\u1eb7t<\/span><span style=\"font-weight: 300;\"> (Ph\u00e2n t\u00edch t\u1ebf b\u00e0o b\u1eb1ng k\u1ef9 thu\u1eadt FACS)\u00a0<br \/><\/span><span style=\"font-weight: 500;\">\u2013 nh\u01b0ng nhi\u1ec1u ng\u01b0\u1eddi kh\u00f4ng d\u00e0nh th\u1eddi gian \u0111\u1ec3 s\u1eed d\u1ee5ng n\u00f3 \u0111\u00fang c\u00e1ch.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd5253f elementor-widget elementor-widget-image\" data-id=\"dd5253f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-expression-classification.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8259\" alt=\"S\u1ef1 thi\u00ean v\u1ecb li\u00ean quan \u0111\u1ebfn ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-expression-classification.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-expression-classification.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-expression-classification.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-expression-classification.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-expression-classification.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-797ce99 elementor-widget elementor-widget-text-editor\" data-id=\"797ce99\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <\/span>Khi kh\u00f4ng s\u1eed d\u1ee5ng FACS \u0111\u00fang c\u00e1ch, \u0111i\u1ec1u g\u00ec s\u1ebd x\u1ea3y ra?<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"text-decoration: underline;\"><span style=\"font-weight: 300;\">Ph\u00e2n lo\u1ea1i bi\u1ec3u th\u1ee9c kh\u00f4ng ch\u00ednh x\u00e1c<\/span><\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">Ph\u00e2n lo\u1ea1i bi\u1ec3u hi\u1ec7n kh\u00f4ng nh\u1ea5t qu\u00e1n<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">G\u00e1n nh\u00e3n thi\u00ean v\u1ecb (d\u1ef1a tr\u00ean ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a, tu\u1ed5i t\u00e1c, v.v.)<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">v\u00f4 ch\u00ednh ph\u1ee7<\/span><\/li><\/ul><p><span style=\"font-weight: 300;\">Ngay c\u1ea3 khi b\u1ea1n s\u1eed d\u1ee5ng FACS m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c, v\u1eabn s\u1ebd lu\u00f4n t\u1ed3n t\u1ea1i s\u1ef1 thi\u00ean v\u1ecb v\u00e0 kh\u00f4ng nh\u1ea5t qu\u00e1n \u2013 nh\u01b0ng b\u1eb1ng c\u00e1ch \u00e1p d\u1ee5ng c\u00e1c bi\u1ec7n ph\u00e1p c\u1ea9n th\u1eadn, nh\u1eefng v\u1ea5n \u0111\u1ec1 n\u00e0y c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c gi\u1ea3m thi\u1ec3u \u0111\u00e1ng k\u1ec3.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f28cbb2 elementor-widget elementor-widget-image\" data-id=\"f28cbb2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8264\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: Ph\u00e2n lo\u1ea1i bi\u1ec3u c\u1ea3m kh\u00f4ng ch\u00ednh x\u00e1c\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fee0767 elementor-widget elementor-widget-text-editor\" data-id=\"fee0767\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <\/span><b>Ph\u00e2n lo\u1ea1i bi\u1ec3u th\u1ee9c kh\u00f4ng ch\u00ednh x\u00e1c<\/b><\/span><\/p><ul><li><span style=\"font-weight: 300;\">C\u00e1c c\u1eed ch\u1ec9 khu\u00f4n m\u1eb7t r\u1ea5t tinh t\u1ebf v\u00e0 kh\u00f3 ph\u00e2n bi\u1ec7t n\u1ebfu kh\u00f4ng c\u00f3 nghi\u00ean c\u1ee9u k\u1ef9 l\u01b0\u1ee1ng.<\/span><\/li><li><span style=\"font-weight: 300;\">H\u1ea7u h\u1ebft c\u00e1c t\u00e0i li\u1ec7u tham kh\u1ea3o v\u1ec1 FACS (<\/span><i><span style=\"font-weight: 300;\">tr\u1eeb<\/span><\/i><span style=\"font-weight: 300;\"> (the original FACS Manual) cung c\u1ea5p c\u00e1c h\u00ecnh \u1ea3nh FACS kh\u00f4ng ch\u00ednh x\u00e1c \u2013 ngay c\u1ea3 t\u1eeb c\u00e1c ngu\u1ed3n \u0111\u01b0\u1ee3c coi l\u00e0 \u0111\u00e1ng tin c\u1eady.<\/span><\/li><li><span style=\"font-weight: 300;\">M\u1eb7c d\u00f9 c\u00f3 nh\u1eefng sai s\u00f3t n\u00e0y, c\u00e1c ngu\u1ed3n n\u00e0y v\u1eabn th\u01b0\u1eddng \u0111\u01b0\u1ee3c c\u00e1c k\u1ef9 s\u01b0 v\u00e0 nh\u00e0 nghi\u00ean c\u1ee9u v\u1ec1 theo d\u00f5i khu\u00f4n m\u1eb7t s\u1eed d\u1ee5ng l\u00e0m t\u00e0i li\u1ec7u tham kh\u1ea3o.\u00a0<\/span><\/li><li><span style=\"font-weight: 500;\">V\u00ec c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 kh\u00f4ng \u0111\u1ea7u t\u01b0 \u0111\u1ee7 v\u00e0o c\u00e1c v\u1ecb tr\u00ed c\u00f4ng vi\u1ec7c d\u1ef1a tr\u00ean d\u1eef li\u1ec7u, h\u1ecd c\u00f3 th\u1ec3 kh\u00f4ng c\u00f3 nh\u00e2n s\u1ef1 ho\u1eb7c ngu\u1ed3n l\u1ef1c ph\u00f9 h\u1ee3p \u0111\u1ec3 ph\u00e2n bi\u1ec7t c\u00e1c h\u00e0nh \u0111\u1ed9ng khu\u00f4n m\u1eb7t quan tr\u1ecdng.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48305e2 elementor-widget elementor-widget-image\" data-id=\"48305e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-wrong.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8266\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: Ph\u00e2n lo\u1ea1i bi\u1ec3u c\u1ea3m kh\u00f4ng ch\u00ednh x\u00e1c\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-wrong.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-wrong.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-wrong.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-wrong.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-wrong.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-987ebfe elementor-widget elementor-widget-image\" data-id=\"987ebfe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8268\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: Ph\u00e2n lo\u1ea1i bi\u1ec3u c\u1ea3m kh\u00f4ng ch\u00ednh x\u00e1c\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7f04535 elementor-widget elementor-widget-text-editor\" data-id=\"7f04535\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <\/span><b>Ph\u00e2n lo\u1ea1i bi\u1ec3u th\u1ee9c kh\u00f4ng ch\u00ednh x\u00e1c<\/b><\/span><\/p><ul><li><span style=\"font-weight: 300;\">C\u00e1c h\u00ecnh d\u1ea1ng c\u01a1 b\u1ea3n nh\u01b0 \"<\/span><span style=\"font-weight: 300;\">Ch\u1ea5t l\u00e0m s\u0103n ch\u1eafc m\u00f4i<\/span><span style=\"font-weight: 300;\">\"th\u01b0\u1eddng xuy\u00ean b\u1ecb nh\u1ea7m l\u1eabn v\u1edbi c\u00e1c h\u00e0nh \u0111\u1ed9ng nh\u01b0 \"<\/span><span style=\"font-weight: 300;\">M\u00e1y \u00e9p m\u00f4i<\/span><span style=\"font-weight: 300;\">v\u00e0\/ho\u1eb7c \"<\/span><span style=\"font-weight: 300;\">m\u00f4i<\/span> <span style=\"font-weight: 300;\">nh\u0103n.<\/span><span style=\"font-weight: 300;\">\"<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><li><span style=\"font-weight: 300;\">Ch\u1ea5t l\u00e0m s\u0103n ch\u1eafc m\u00f4i<\/span><span style=\"font-weight: 300;\"> l\u00e0 quan tr\u1ecdng trong: <\/span><b>Bi\u1ec3u \u0111\u1ea1t c\u1ea3m x\u00fac &amp; <\/b><b>S\u1ea3n xu\u1ea5t ng\u00f4n ng\u1eef<\/b><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-244f516 elementor-widget elementor-widget-image\" data-id=\"244f516\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener-AU23.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8270\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: Ph\u00e2n lo\u1ea1i bi\u1ec3u c\u1ea3m kh\u00f4ng ch\u00ednh x\u00e1c\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener-AU23.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener-AU23.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener-AU23.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener-AU23.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener-AU23.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e30ec9e elementor-widget elementor-widget-text-editor\" data-id=\"e30ec9e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <\/span><b>Ph\u00e2n lo\u1ea1i bi\u1ec3u th\u1ee9c kh\u00f4ng ch\u00ednh x\u00e1c<\/b><\/span><\/p><ul><li><span style=\"font-weight: 300;\">D\u01b0\u1edbi \u0111\u00e2y l\u00e0 h\u00ecnh \u1ea3nh minh h\u1ecda ch\u00ednh x\u00e1c v\u1ec1 s\u1ea3n ph\u1ea9m l\u00e0m s\u0103n ch\u1eafc m\u00f4i.<\/span><\/li><li><span style=\"font-weight: 300;\">\u0110\u00e2y ch\u1ec9 l\u00e0 m\u1ed9t trong s\u1ed1 r\u1ea5t nhi\u1ec1u h\u00ecnh d\u1ea1ng bay l\u01b0\u1ee3n m\u00e0 ch\u00fang ta kh\u00f4ng \u0111\u1ec3 \u00fd m\u1ed7i khi ch\u00fang xu\u1ea5t hi\u1ec7n: <br \/>\u2013 <strong>d\u1ea1y sai<\/strong> \u2013 <strong>ph\u00e2n lo\u1ea1i sai<\/strong> \u2013 <strong>s\u1eed d\u1ee5ng sai m\u1ee5c \u0111\u00edch<\/strong><\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0ccb0ff elementor-widget elementor-widget-image\" data-id=\"0ccb0ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8271\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: Ph\u00e2n lo\u1ea1i bi\u1ec3u c\u1ea3m kh\u00f4ng nh\u1ea5t qu\u00e1n\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4cc0dec elementor-widget elementor-widget-text-editor\" data-id=\"4cc0dec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>Khi kh\u00f4ng s\u1eed d\u1ee5ng FACS \u0111\u00fang c\u00e1ch, \u0111i\u1ec1u g\u00ec s\u1ebd x\u1ea3y ra?<\/span><\/span><\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">Ph\u00e2n lo\u1ea1i bi\u1ec3u th\u1ee9c kh\u00f4ng ch\u00ednh x\u00e1c<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"text-decoration: underline;\"><span style=\"font-weight: 300;\">Ph\u00e2n lo\u1ea1i bi\u1ec3u hi\u1ec7n kh\u00f4ng nh\u1ea5t qu\u00e1n<\/span><\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">G\u00e1n nh\u00e3n thi\u00ean v\u1ecb (d\u1ef1a tr\u00ean ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a, tu\u1ed5i t\u00e1c, v.v.)<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">v\u00f4 ch\u00ednh ph\u1ee7<\/span><ul><li style=\"list-style-type: none;\">\u00a0<\/li><\/ul><\/li><\/ul><\/li><\/ul><p><span style=\"font-weight: 300;\">Ngay c\u1ea3 khi b\u1ea1n s\u1eed d\u1ee5ng FACS m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c, v\u1eabn s\u1ebd lu\u00f4n t\u1ed3n t\u1ea1i s\u1ef1 thi\u00ean v\u1ecb v\u00e0 kh\u00f4ng nh\u1ea5t qu\u00e1n \u2013 nh\u01b0ng b\u1eb1ng c\u00e1ch \u00e1p d\u1ee5ng c\u00e1c bi\u1ec7n ph\u00e1p c\u1ea9n th\u1eadn, nh\u1eefng v\u1ea5n \u0111\u1ec1 n\u00e0y c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c gi\u1ea3m thi\u1ec3u \u0111\u00e1ng k\u1ec3.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ad0afa elementor-widget elementor-widget-image\" data-id=\"3ad0afa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8274\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: Ph\u00e2n lo\u1ea1i bi\u1ec3u c\u1ea3m kh\u00f4ng nh\u1ea5t qu\u00e1n\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b6ffb2e elementor-widget elementor-widget-text-editor\" data-id=\"b6ffb2e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <\/span><b>Ph\u00e2n lo\u1ea1i bi\u1ec3u th\u1ee9c kh\u00f4ng ch\u00ednh x\u00e1c<\/b><\/span><\/p><p><span style=\"font-weight: 300;\">C\u00e1c v\u1ea5n \u0111\u1ec1 t\u01b0\u01a1ng t\u1ef1 li\u00ean quan \u0111\u1ebfn vi\u1ec7c ph\u00e2n lo\u1ea1i sai. <\/span><span style=\"font-weight: 300;\">c\u0169ng g\u00f3p ph\u1ea7n g\u00e2y ra s\u1ef1 kh\u00f4ng nh\u1ea5t qu\u00e1n trong ph\u00e2n lo\u1ea1i.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-481e68e elementor-widget elementor-widget-image\" data-id=\"481e68e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8277\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: Ph\u00e2n lo\u1ea1i bi\u1ec3u c\u1ea3m kh\u00f4ng nh\u1ea5t qu\u00e1n\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b9006a6 elementor-widget elementor-widget-text-editor\" data-id=\"b9006a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <\/span><b>Ph\u00e2n lo\u1ea1i bi\u1ec3u hi\u1ec7n kh\u00f4ng nh\u1ea5t qu\u00e1n<\/b><\/span><\/p><p><span style=\"font-weight: 500;\">N\u1ebfu c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 kh\u00f4ng \u0111\u1ea7u t\u01b0 m\u1ed9t c\u00e1ch to\u00e0n di\u1ec7n v\u00e0o ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u,\u00a0<\/span><span style=\"font-weight: 500;\">C\u00e1c quy t\u1eafc ph\u00e2n lo\u1ea1i d\u1eef li\u1ec7u c\u1ee7a h\u1ecd kh\u00f4ng th\u1ec3 \u0111\u01b0\u1ee3c ti\u00eau chu\u1ea9n h\u00f3a.<\/span><span style=\"font-weight: 500;\"><br \/><\/span><\/p><p><span style=\"font-weight: 300;\">Do:<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">S\u1ef1 thi\u1ebfu h\u1ee5t \u0111\u1ea7u t\u01b0 v\u00e0o vi\u1ec7c tuy\u1ec3n d\u1ee5ng v\u00e0\/ho\u1eb7c \u0111\u00e0o t\u1ea1o nh\u00e2n vi\u00ean cho c\u00e1c v\u1ecb tr\u00ed c\u00f4ng vi\u1ec7c d\u1ef1a tr\u00ean d\u1eef li\u1ec7u.<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">S\u1ef1 thi\u1ebfu h\u1ee5t c\u00e1c t\u00e0i nguy\u00ean FACS ch\u1ea5t l\u01b0\u1ee3ng cao\u00a0<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">M\u1ed9t kh\u00f3 kh\u0103n n\u1ed9i t\u1ea1i trong vi\u1ec7c ph\u00e2n bi\u1ec7t c\u00e1c h\u00e0nh \u0111\u1ed9ng khu\u00f4n m\u1eb7t.<\/span><\/li><\/ul><p><b>\u2192<\/b> <span style=\"font-weight: 300;\">C\u00e1c c\u00f4ng c\u1ee5 g\u1eafn nh\u00e3n ph\u00e2n lo\u1ea1i c\u00e1c bi\u1ec3u th\u1ee9c m\u1ed9t c\u00e1ch kh\u00f4ng nh\u1ea5t qu\u00e1n.<br \/><\/span><b>\u2192<\/b><span style=\"font-weight: 300;\"> C\u00e1c tr\u00ecnh theo d\u00f5i ph\u00e1t tri\u1ec3n nh\u1eefng th\u00f3i quen k\u1ef3 l\u1ea1, li\u00ean k\u1ebft c\u00e1c bi\u1ec3u th\u1ee9c kh\u00f4ng ch\u00ednh x\u00e1c v\u1edbi nhau v\u00e0 g\u00e2y nh\u1ea7m l\u1eabn cho ng\u01b0\u1eddi kh\u00e1c.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5335ce6 elementor-widget elementor-widget-image\" data-id=\"5335ce6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-pipeline-failure.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8279\" alt=\"\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-pipeline-failure.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-pipeline-failure.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-pipeline-failure.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-pipeline-failure.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-pipeline-failure.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69f8c8b elementor-widget elementor-widget-text-editor\" data-id=\"69f8c8b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <\/span><b>Ph\u00e2n lo\u1ea1i bi\u1ec3u hi\u1ec7n kh\u00f4ng nh\u1ea5t qu\u00e1n<\/b><\/span><\/p><p><b>L\u01afU \u00dd: <\/b><span style=\"font-weight: 300;\">Bi\u1ec3u \u0111\u1ed3 n\u00e0y \u0111\u01b0\u1ee3c t\u1ea1o ra \u0111\u1ec3 gi\u1ea3i th\u00edch c\u00e1c v\u1ea5n \u0111\u1ec1 li\u00ean quan \u0111\u1ebfn k\u00edch ho\u1ea1t h\u00ecnh d\u1ea1ng cho avatar, nh\u01b0ng c\u00e1c kh\u00e1i ni\u1ec7m c\u01a1 b\u1ea3n t\u01b0\u01a1ng t\u1ef1 c\u0169ng \u00e1p d\u1ee5ng cho vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eb225b5 elementor-widget elementor-widget-image\" data-id=\"eb225b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-bias.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8282\" alt=\"\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-bias.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-bias.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-bias.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-bias.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-bias.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-81b0354 elementor-widget elementor-widget-text-editor\" data-id=\"81b0354\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>Khi kh\u00f4ng s\u1eed d\u1ee5ng FACS \u0111\u00fang c\u00e1ch, \u0111i\u1ec1u g\u00ec s\u1ebd x\u1ea3y ra?<\/span><\/span><\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">Ph\u00e2n lo\u1ea1i bi\u1ec3u th\u1ee9c kh\u00f4ng ch\u00ednh x\u00e1c<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">Ph\u00e2n lo\u1ea1i bi\u1ec3u hi\u1ec7n kh\u00f4ng nh\u1ea5t qu\u00e1n<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"text-decoration: underline;\"><span style=\"font-weight: 300;\">G\u00e1n nh\u00e3n thi\u00ean v\u1ecb (d\u1ef1a tr\u00ean ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a, tu\u1ed5i t\u00e1c, v.v.)<\/span><\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">v\u00f4 ch\u00ednh ph\u1ee7<\/span><ul><li style=\"list-style-type: none;\">\u00a0<\/li><\/ul><\/li><\/ul><\/li><\/ul><p><span style=\"font-weight: 300;\">Ngay c\u1ea3 khi b\u1ea1n s\u1eed d\u1ee5ng FACS m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c, v\u1eabn s\u1ebd lu\u00f4n t\u1ed3n t\u1ea1i s\u1ef1 thi\u00ean v\u1ecb v\u00e0 kh\u00f4ng nh\u1ea5t qu\u00e1n \u2013 nh\u01b0ng b\u1eb1ng c\u00e1ch \u00e1p d\u1ee5ng c\u00e1c bi\u1ec7n ph\u00e1p c\u1ea9n th\u1eadn, nh\u1eefng v\u1ea5n \u0111\u1ec1 n\u00e0y c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c gi\u1ea3m thi\u1ec3u \u0111\u00e1ng k\u1ec3.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-382895f elementor-widget elementor-widget-image\" data-id=\"382895f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8286\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: vi\u1ec7c g\u1eafn nh\u00e3n c\u00f3 thi\u00ean v\u1ecb\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-03850e1 elementor-widget elementor-widget-text-editor\" data-id=\"03850e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <strong>G\u00e1n nh\u00e3n thi\u00ean v\u1ecb (d\u1ef1a tr\u00ean ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a, tu\u1ed5i t\u00e1c, v.v.)<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">Khi c\u00e1c nh\u00e3n bi\u1ec3u hi\u1ec7n kh\u00f4ng \u0111\u01b0\u1ee3c \u0111\u1ecbnh ngh\u0129a r\u00f5 r\u00e0ng v\u00e0 kh\u00f4ng \u0111\u01b0\u1ee3c hi\u1ec3u \u0111\u00fang, nh\u1eefng sai s\u00f3t nh\u1ecf c\u00f3 th\u1ec3 g\u00e2y ra nh\u1eefng sai l\u1ec7ch l\u1edbn.<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f3b8235 elementor-widget elementor-widget-image\" data-id=\"f3b8235\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8287\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: vi\u1ec7c g\u1eafn nh\u00e3n c\u00f3 thi\u00ean v\u1ecb\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-664c10d elementor-widget elementor-widget-text-editor\" data-id=\"664c10d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <strong>G\u00e1n nh\u00e3n thi\u00ean v\u1ecb (d\u1ef1a tr\u00ean ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a, tu\u1ed5i t\u00e1c, v.v.)<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">Tr\u01b0\u1edbc khi \u0111i v\u00e0o c\u00e1c th\u00e0nh ki\u1ebfn c\u00f3 th\u1ec3 t\u1ed3n t\u1ea1i trong c\u00f4ng ngh\u1ec7 theo d\u00f5i khu\u00f4n m\u1eb7t, h\u00e3y xem x\u00e9t c\u00e1c th\u00e0nh ki\u1ebfn \u0111\u00e3 t\u1ed3n t\u1ea1i trong c\u00f4ng ngh\u1ec7 nh\u1eadn d\u1ea1ng \u0111\u1eb7c \u0111i\u1ec3m: nh\u1eadn d\u1ea1ng khu\u00f4n m\u1eb7t.<br \/><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f59553a elementor-widget elementor-widget-image\" data-id=\"f59553a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection-failures.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8326\" alt=\"S\u1ef1 thi\u00ean v\u1ecb li\u00ean quan \u0111\u1ebfn ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection-failures.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection-failures.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection-failures.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection-failures.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection-failures.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2712cf2 elementor-widget elementor-widget-text-editor\" data-id=\"2712cf2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <strong>G\u00e1n nh\u00e3n thi\u00ean v\u1ecb (d\u1ef1a tr\u00ean ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a, tu\u1ed5i t\u00e1c, v.v.)<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">N\u1ebfu ch\u00fang ta c\u00f2n kh\u00f4ng th\u1ec3 x\u00e1c \u0111\u1ecbnh ch\u00ednh x\u00e1c c\u00e1c t\u00ednh n\u0103ng, h\u00e3y t\u01b0\u1edfng t\u01b0\u1ee3ng s\u1ef1 ph\u1ee9c t\u1ea1p c\u1ee7a s\u1ef1 thi\u00ean v\u1ecb trong vi\u1ec7c theo d\u00f5i bi\u1ec3u c\u1ea3m. Vi\u1ec7c theo d\u00f5i bi\u1ec3u c\u1ea3m \u0111\u00f2i h\u1ecfi s\u1ef1 hi\u1ec3u bi\u1ebft v\u01b0\u1ee3t ra ngo\u00e0i c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m khu\u00f4n m\u1eb7t. N\u00f3 \u0111\u00f2i h\u1ecfi s\u1ef1 hi\u1ec3u bi\u1ebft v\u1ec1 nh\u1eefng chuy\u1ec3n \u0111\u1ed9ng khu\u00f4n m\u1eb7t tinh t\u1ebf.<br \/><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8060670 elementor-widget elementor-widget-image\" data-id=\"8060670\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8288\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: C\u00e1c nghi\u00ean c\u1ee9u \u0111\u00e3 nh\u1ea5t qu\u00e1n ch\u1ec9 ra r\u1eb1ng con ng\u01b0\u1eddi c\u00f3 kh\u1ea3 n\u0103ng nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t t\u1eeb c\u00e1c n\u1ec1n v\u0103n h\u00f3a kh\u00e1c nhau k\u00e9m h\u01a1n \u0111\u00e1ng k\u1ec3.\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-09b025f elementor-widget elementor-widget-text-editor\" data-id=\"09b025f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <strong>G\u00e1n nh\u00e3n thi\u00ean v\u1ecb (d\u1ef1a tr\u00ean ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a, tu\u1ed5i t\u00e1c, v.v.)<\/strong>\n<\/span><\/span>\n\n<span style=\"font-weight: 300;\">C\u00e1c nghi\u00ean c\u1ee9u \u0111\u00e3 ch\u1ec9 ra r\u1eb1ng con ng\u01b0\u1eddi c\u00f3 kh\u1ea3 n\u0103ng nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t t\u1eeb c\u00e1c n\u1ec1n v\u0103n h\u00f3a kh\u00e1c nhau k\u00e9m h\u01a1n \u0111\u00e1ng k\u1ec3.<\/span>\n<ul>\n<sup>Blais, Caroline &amp; Jack, Rachael &amp; Scheepers, Christoph &amp; Fiset, Daniel &amp; Caldara, Roberto. V\u0103n h\u00f3a \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn c\u00e1ch ch\u00fang ta nh\u00ecn nh\u1eadn khu\u00f4n m\u1eb7t. (2008). PloS one. 3. e3022. 10.1371\/journal.pone.0003022.<\/sup>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-638b6a8 elementor-widget elementor-widget-image\" data-id=\"638b6a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion-research.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8290\" alt=\"S\u1ef1 thi\u00ean v\u1ecb li\u00ean quan \u0111\u1ebfn ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac:\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion-research.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion-research.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion-research.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion-research.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion-research.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0c71ee5 elementor-widget elementor-widget-text-editor\" data-id=\"0c71ee5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <strong>G\u00e1n nh\u00e3n thi\u00ean v\u1ecb (d\u1ef1a tr\u00ean ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a, tu\u1ed5i t\u00e1c, v.v.)<\/strong><br \/><\/span><\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">Con ng\u01b0\u1eddi thu th\u1eadp th\u00f4ng tin theo c\u00e1ch kh\u00e1c nhau khi nh\u00ecn v\u00e0o khu\u00f4n m\u1eb7t v\u00e0 t\u00ecm ki\u1ebfm c\u00e1c manh m\u1ed1i kh\u00e1c nhau khi gi\u1ea3i th\u00edch c\u1ea3m x\u00fac.\u00a0<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">V\u0103n h\u00f3a c\u00f3 \u1ea3nh h\u01b0\u1edfng s\u00e2u s\u1eafc \u0111\u1ebfn nh\u1eefng g\u00ec ch\u00fang ta coi l\u00e0 th\u00f4ng tin v\u00e0 manh m\u1ed1i c\u00f3 gi\u00e1 tr\u1ecb.<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><\/ul><p><span style=\"font-weight: 300;\">C\u00e1c nghi\u00ean c\u1ee9u \u0111\u00e3 ch\u1ec9 ra:<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"2\"><b>\u0110\u00f4ng \u00c1<\/b> <span style=\"font-weight: 300;\">tham gia vi\u00ean <\/span><span style=\"font-weight: 300;\">Th\u01b0\u1eddng t\u1eadp trung v\u00e0o ph\u1ea7n gi\u1eefa khu\u00f4n m\u1eb7t, xung quanh m\u0169i, v\u00e0 nh\u1ea5n m\u1ea1nh v\u00e0o \u0111\u00f4i m\u1eaft c\u00f9ng h\u01b0\u1edbng nh\u00ecn.\u00a0<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><b>Ng\u01b0\u1eddi Caucasus ph\u01b0\u01a1ng T\u00e2y <\/b><span style=\"font-weight: 300;\">Ng\u01b0\u1eddi tham gia c\u00f3 xu h\u01b0\u1edbng t\u00ecm ki\u1ebfm bi\u1ec3u hi\u1ec7n c\u1ea3m x\u00fac \u1edf v\u00f9ng l\u00f4ng m\u00e0y v\u00e0 v\u00f9ng mi\u1ec7ng.<\/span><\/li><li style=\"font-weight: 500;\" aria-level=\"2\"><span style=\"font-weight: 500;\">S\u1ef1 kh\u00e1c bi\u1ec7t trong s\u1ef1 ch\u00fa \u00fd n\u00e0y t\u1ea1o ra s\u1ef1 thi\u00ean v\u1ecb khi ng\u01b0\u1eddi tham gia quan s\u00e1t c\u00e1c khu\u00f4n m\u1eb7t c\u00f3 bi\u1ec3u c\u1ea3m m\u00e2u thu\u1eabn.<br \/><\/span><span style=\"font-weight: 300;\">V\u00ed d\u1ee5: Khi c\u00f3 \u0111\u00f4i m\u1eaft bu\u1ed3n nh\u01b0ng mi\u1ec7ng c\u01b0\u1eddi:<br \/><\/span><span style=\"font-weight: 300;\">\u2013 Ng\u01b0\u1eddi tham gia Nh\u1eadt B\u1ea3n coi tr\u1ecdng h\u01a1n c\u1ea3m x\u00fac \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n qua \u00e1nh m\u1eaft.<br \/><\/span><span style=\"font-weight: 300;\">\u2013 Ng\u01b0\u1eddi tham gia M\u1ef9 quan t\u00e2m h\u01a1n \u0111\u1ebfn v\u00f9ng mi\u1ec7ng.<\/span><\/li><\/ul><p>\u00a0<\/p><p><sup>1. Blais, C., Jack, R. E., Scheepers, C., Fiset, D., v\u00e0 Caldara, R. (2008). V\u0103n h\u00f3a \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn c\u00e1ch ch\u00fang ta nh\u00ecn nh\u1eadn khu\u00f4n m\u1eb7t. PLoS ONE 3:e3022. doi: 10.1371\/journal.pone.0003022<br \/><\/sup><sup>2. Elfenbein, H. A., &amp; Ambady, N. (2003). C\u00e1c \u0111\u1eb7c \u0111i\u1ec3m ph\u1ed5 qu\u00e1t v\u00e0 s\u1ef1 kh\u00e1c bi\u1ec7t v\u0103n h\u00f3a trong vi\u1ec7c nh\u1eadn di\u1ec7n c\u1ea3m x\u00fac. H\u01b0\u1edbng nghi\u00ean c\u1ee9u m\u1edbi trong Khoa h\u1ecdc T\u00e2m l\u00fd, 12(5), 159-164.<br \/><\/sup><sup>3. Matsumoto, D., Kasri, F., &amp; Kooken, K. (1999). S\u1ef1 kh\u00e1c bi\u1ec7t v\u0103n h\u00f3a gi\u1eefa ng\u01b0\u1eddi M\u1ef9 v\u00e0 ng\u01b0\u1eddi Nh\u1eadt trong vi\u1ec7c \u0111\u00e1nh gi\u00e1 c\u01b0\u1eddng \u0111\u1ed9 bi\u1ec3u \u0111\u1ea1t v\u00e0 tr\u1ea3i nghi\u1ec7m ch\u1ee7 quan. Cognition &amp; Emotion, 13(2), 201-218.<br \/><\/sup><sup>4. Matsumoto, D., &amp; Ekman, P. (1989). S\u1ef1 kh\u00e1c bi\u1ec7t v\u0103n h\u00f3a M\u1ef9-Nh\u1eadt trong \u0111\u00e1nh gi\u00e1 c\u01b0\u1eddng \u0111\u1ed9 c\u1ee7a bi\u1ec3u c\u1ea3m khu\u00f4n m\u1eb7t v\u1ec1 c\u1ea3m x\u00fac. T\u1ea1p ch\u00ed \u0110\u1ed9ng l\u1ef1c v\u00e0 C\u1ea3m x\u00fac, 13(2), 143-157.<br \/><\/sup><sup>5. Marsh, A. A., Elfenbein, H. A., &amp; Ambady, N. (2003). C\u00e1c \"gi\u1ecdng \u0111i\u1ec7u\" phi ng\u00f4n ng\u1eef: S\u1ef1 kh\u00e1c bi\u1ec7t v\u0103n h\u00f3a trong bi\u1ec3u c\u1ea3m khu\u00f4n m\u1eb7t c\u1ee7a c\u1ea3m x\u00fac. T\u1ea1p ch\u00ed Khoa h\u1ecdc T\u00e2m l\u00fd, 14(4), 373-376.<br \/><\/sup><sup>6. Yuki, M., Maddux, W. W., &amp; Masuda, T. (2007). C\u1eeda s\u1ed5 t\u00e2m h\u1ed3n c\u00f3 gi\u1ed1ng nhau \u1edf \u0110\u00f4ng v\u00e0 T\u00e2y? S\u1ef1 kh\u00e1c bi\u1ec7t v\u0103n h\u00f3a trong vi\u1ec7c s\u1eed d\u1ee5ng m\u1eaft v\u00e0 mi\u1ec7ng l\u00e0m t\u00edn hi\u1ec7u \u0111\u1ec3 nh\u1eadn bi\u1ebft c\u1ea3m x\u00fac \u1edf Nh\u1eadt B\u1ea3n v\u00e0 Hoa K\u1ef3. T\u1ea1p ch\u00ed T\u00e2m l\u00fd X\u00e3 h\u1ed9i Th sperimental, 43(2), 303-311.<\/sup><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7bd886e elementor-widget elementor-widget-image\" data-id=\"7bd886e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8292\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: \u0110\u00e1nh d\u1ea5u bi\u1ec3u c\u1ea3m\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-82117c0 elementor-widget elementor-widget-text-editor\" data-id=\"82117c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <strong>G\u00e1n nh\u00e3n thi\u00ean v\u1ecb (d\u1ef1a tr\u00ean ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a, tu\u1ed5i t\u00e1c, v.v.)<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">B\u00e2y gi\u1edd h\u00e3y xem x\u00e9t nh\u1eefng y\u1ebfu t\u1ed1 c\u1ea7n thi\u1ebft \u0111\u1ec3 ghi nh\u00e3n bi\u1ec3u th\u1ee9c . . .<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7f72d46 elementor-widget elementor-widget-image\" data-id=\"7f72d46\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8295\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: s\u1ef1 thi\u00ean v\u1ecb \u0111\u1ed1i v\u1edbi g\u00f3c m\u00f4i v\u00e0 ng\u01b0\u1eddi cao tu\u1ed5i\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ab194df elementor-widget elementor-widget-text-editor\" data-id=\"ab194df\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <strong>G\u00e1n nh\u00e3n thi\u00ean v\u1ecb (d\u1ef1a tr\u00ean ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a, tu\u1ed5i t\u00e1c, v.v.)<\/strong><br \/><\/span><\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 300;\">N\u1ebfu<\/span><span style=\"font-weight: 300;\"> D\u1ee5ng c\u1ee5 \u1ea5n g\u00f3c m\u00f4i<\/span><span style=\"font-weight: 300;\"> N\u1ebfu kh\u00f4ng \u0111\u01b0\u1ee3c hi\u1ec3u \u0111\u00fang, ng\u01b0\u1eddi g\u1eafn nh\u00e3n c\u00f3 kh\u1ea3 n\u0103ng cao s\u1ebd ph\u00e2n lo\u1ea1i sai. <\/span><span style=\"font-weight: 300;\">b\u1ea5t k\u1ef3<\/span><span style=\"font-weight: 300;\"> H\u00ecnh d\u1ea1ng v\u1edbi c\u00e1c g\u00f3c m\u00f4i ch\u1ea3y x\u1ec7 nh\u01b0 <\/span><span style=\"font-weight: 300;\">D\u1ee5ng c\u1ee5 \u1ea5n g\u00f3c m\u00f4i<\/span><span style=\"font-weight: 300;\">Nh\u1eefng h\u00ecnh d\u1ea1ng \u0111\u01b0\u1ee3c ph\u00e2n lo\u1ea1i sai n\u00e0y th\u01b0\u1eddng do t\u00e1c \u0111\u1ed9ng c\u1ee7a <\/span><span style=\"font-weight: 300;\">Thi\u1ebft b\u1ecb n\u00e2ng c\u1eb1m<\/span><span style=\"font-weight: 300;\"> \u2013 <\/span><span style=\"font-weight: 300;\">nh\u01b0ng ch\u00fang c\u0169ng c\u00f3 th\u1ec3 bao g\u1ed3m nh\u1eefng \u0111i\u1ec1u t\u1ed3i t\u1ec7 h\u01a1n.<\/span><span style=\"font-weight: 300;\">: Khu\u00f4n m\u1eb7t trung t\u00ednh (khu\u00f4n m\u1eb7t kh\u00f4ng c\u00f3 bi\u1ec3u c\u1ea3m).<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">M\u1ed9t k\u1ebft qu\u1ea3 c\u00f3 th\u1ec3 x\u1ea3y ra t\u1eeb s\u1ef1 hi\u1ec3u l\u1ea7m n\u00e0y l\u00e0: <\/span><b>Ph\u00e1t hi\u1ec7n qu\u00e1 m\u1ee9c c\u1ee7a <\/b><b>D\u1ee5ng c\u1ee5 \u1ea5n g\u00f3c m\u00f4i<\/b> <span style=\"font-weight: 300;\">\u1ede nh\u1eefng ng\u01b0\u1eddi c\u00f3 kh\u00f3e mi\u1ec7ng ch\u1ea3y x\u1ec7. Th\u01b0\u1eddng th\u00ec, ng\u01b0\u1eddi cao tu\u1ed5i c\u00f3 kh\u00f3e mi\u1ec7ng ch\u1ea3y x\u1ec7 do t\u00e1c \u0111\u1ed9ng l\u00e2u d\u00e0i c\u1ee7a tr\u1ecdng l\u1ef1c.\u00a0<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bf16622 elementor-widget elementor-widget-image\" data-id=\"bf16622\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor-sadness.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8298\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: s\u1ef1 thi\u00ean v\u1ecb \u0111\u1ed1i v\u1edbi g\u00f3c m\u00f4i v\u00e0 ng\u01b0\u1eddi cao tu\u1ed5i\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor-sadness.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor-sadness.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor-sadness.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor-sadness.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor-sadness.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8599858 elementor-widget elementor-widget-text-editor\" data-id=\"8599858\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <strong>G\u00e1n nh\u00e3n thi\u00ean v\u1ecb (d\u1ef1a tr\u00ean ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a, tu\u1ed5i t\u00e1c, v.v.)<\/strong><br \/><\/span><\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">Do c\u00e1c th\u1ef1c h\u00e0nh d\u00e1n nh\u00e3n kh\u00f4ng \u0111\u00fang c\u00e1ch, nh\u00f3m d\u00e2n s\u1ed1 cao tu\u1ed5i c\u00f3 th\u1ec3 b\u1ecb ph\u00e1t hi\u1ec7n qu\u00e1 m\u1ee9c v\u1ec1<\/span><span style=\"font-weight: 300;\"> D\u1ee5ng c\u1ee5 \u1ea5n g\u00f3c m\u00f4i<\/span><span style=\"font-weight: 300;\">.<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">C\u01a1 b\u1eafp \u1edf g\u00f3c m\u00f4i l\u00e0 m\u1ed9t th\u00e0nh ph\u1ea7n quan tr\u1ecdng c\u1ee7a c\u1ea3m x\u00fac bu\u1ed3n b\u00e3. <\/span><span style=\"font-weight: 300;\">L\u1ed7i n\u00e0y c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn vi\u1ec7c ph\u00e1t hi\u1ec7n qu\u00e1 m\u1ee9c c\u1ea3m x\u00fac bu\u1ed3n \u1edf nh\u00f3m tu\u1ed5i cao h\u01a1n kh\u00f4ng?<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">C\u00f2n c\u00e1c nh\u00f3m kh\u00e1c c\u00f3 \u0111\u1eb7c \u0111i\u1ec3m khu\u00f4n m\u1eb7t l\u00e0 kh\u00f3e mi\u1ec7ng x\u1ec7 th\u00ec sao?<\/span><span style=\"font-weight: 300;\"> Li\u1ec7u ch\u00fang c\u00f3 b\u1ecb hi\u1ec3u nh\u1ea7m l\u00e0 \"bu\u1ed3n\" kh\u00f4ng?<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b2dddf7 elementor-widget elementor-widget-image\" data-id=\"b2dddf7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-job-candidates.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8301\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: s\u1ef1 thi\u00ean v\u1ecb \u0111\u1ed1i v\u1edbi g\u00f3c m\u00f4i v\u00e0 ng\u01b0\u1eddi cao tu\u1ed5i\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-job-candidates.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-job-candidates.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-job-candidates.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-job-candidates.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-job-candidates.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-592b3dc elementor-widget elementor-widget-text-editor\" data-id=\"592b3dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <strong>G\u00e1n nh\u00e3n thi\u00ean v\u1ecb (d\u1ef1a tr\u00ean ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a, tu\u1ed5i t\u00e1c, v.v.)<\/strong><br \/><\/span><\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">Vi\u1ec7c m\u1ed9t thi\u1ebft b\u1ecb theo d\u00f5i ph\u00e1t hi\u1ec7n sai c\u00f3 th\u1ec3 kh\u00f4ng ph\u1ea3i l\u00e0 v\u1ea5n \u0111\u1ec1 l\u1edbn. <\/span><span style=\"font-weight: 300;\">D\u1ee5ng c\u1ee5 \u1ea5n g\u00f3c m\u00f4i <\/span><span style=\"font-weight: 300;\">ho\u1eb7c<\/span><span style=\"font-weight: 300;\"> n\u1ed7i bu\u1ed3n<\/span><span style=\"font-weight: 300;\">nh\u01b0ng: <\/span><span style=\"font-weight: 300;\">Khi c\u00f4ng ngh\u1ec7 theo d\u00f5i khu\u00f4n m\u1eb7t \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng cho c\u00e1c m\u1ee5c \u0111\u00edch l\u1edbn h\u01a1n nh\u01b0 \u0111\u00e1nh gi\u00e1 s\u1ee9c kh\u1ecfe t\u00e2m th\u1ea7n ho\u1eb7c \u0111\u00e1nh gi\u00e1 \u1ee9ng vi\u00ean ti\u1ec1m n\u0103ng, \u0111i\u1ec1u g\u00ec s\u1ebd x\u1ea3y ra?<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c794a1f elementor-widget elementor-widget-image\" data-id=\"c794a1f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-emotion-tech-failure.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8303\" alt=\"S\u1ef1 thi\u00ean v\u1ecb li\u00ean quan \u0111\u1ebfn ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac:\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-emotion-tech-failure.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-emotion-tech-failure.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-emotion-tech-failure.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-emotion-tech-failure.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-emotion-tech-failure.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6fee9bc elementor-widget elementor-widget-text-editor\" data-id=\"6fee9bc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <strong>G\u00e1n nh\u00e3n thi\u00ean v\u1ecb (d\u1ef1a tr\u00ean ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a, tu\u1ed5i t\u00e1c, v.v.)<\/strong><br \/><\/span><\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) hi\u1ec7n \u0111ang ph\u00e2n t\u00edch bi\u1ec3u c\u1ea3m khu\u00f4n m\u1eb7t c\u1ee7a \u1ee9ng vi\u00ean trong c\u00e1c cu\u1ed9c ph\u1ecfng v\u1ea5n vi\u1ec7c l\u00e0m qua video \u2013 Unilever, IBM, Dunkin Donuts v\u00e0 nhi\u1ec1u c\u00f4ng ty kh\u00e1c \u0111\u00e3 \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 n\u00e0y.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">C\u00f4ng ngh\u1ec7 nh\u1eadn di\u1ec7n c\u1ea3m x\u00fac kh\u00f4ng hi\u1ec7u qu\u1ea3, nh\u01b0ng c\u00e1c doanh nghi\u1ec7p v\u1eabn ti\u1ebfp t\u1ee5c s\u1eed d\u1ee5ng n\u00f3 b\u1eb1ng c\u00e1ch thu\u00ea chuy\u00ean gia: b\u00e1o c\u00e1o<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) ph\u00e1t hi\u1ec7n c\u1ea3m x\u00fac l\u00e0 m\u1ed9t ng\u00e0nh c\u00f4ng nghi\u1ec7p tr\u1ecb gi\u00e1 $20 t\u1ef7 \u0111\u00f4 la. Nghi\u00ean c\u1ee9u m\u1edbi cho th\u1ea5y n\u00f3 kh\u00f4ng th\u1ec3 l\u00e0m \u0111\u01b0\u1ee3c nh\u1eefng g\u00ec n\u00f3 tuy\u00ean b\u1ed1.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-004d1c6 elementor-widget elementor-widget-image\" data-id=\"004d1c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8305\" alt=\"S\u1ef1 thi\u00ean v\u1ecb li\u00ean quan \u0111\u1ebfn ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: S\u1ef1 thi\u00ean v\u1ecb d\u1ef1a tr\u00ean \u0111\u1eb7c \u0111i\u1ec3m\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a94e207 elementor-widget elementor-widget-text-editor\" data-id=\"a94e207\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <strong>G\u00e1n nh\u00e3n thi\u00ean v\u1ecb (d\u1ef1a tr\u00ean ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a, tu\u1ed5i t\u00e1c, v.v.)<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">Ch\u00fang ta \u0111\u00e3 th\u1ea3o lu\u1eadn v\u1ec1 c\u00e1ch ghi nh\u00e3n kh\u00f4ng \u0111\u00fang c\u00f3 th\u1ec3 k\u00edch th\u00edch s\u1ef1 ph\u00e2n bi\u1ec7t \u0111\u1ed1i x\u1eed \u0111\u1ed1i v\u1edbi ng\u01b0\u1eddi cao tu\u1ed5i . . .\u00a0<\/span><b>Nh\u01b0ng c\u00f2n nh\u1eefng \u0111\u1ecbnh ki\u1ebfn kh\u00e1c \u0111\u1ed1i v\u1edbi nh\u1eefng ng\u01b0\u1eddi c\u00f3 \u0111\u1eb7c \u0111i\u1ec3m khu\u00f4n m\u1eb7t nh\u1ea5t \u0111\u1ecbnh th\u00ec sao?<\/b><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b7ee468 elementor-widget elementor-widget-image\" data-id=\"b7ee468\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-angry-smiles.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8307\" alt=\"S\u1ef1 thi\u00ean v\u1ecb li\u00ean quan \u0111\u1ebfn ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: S\u1ef1 thi\u00ean v\u1ecb d\u1ef1a tr\u00ean \u0111\u1eb7c \u0111i\u1ec3m\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-angry-smiles.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-angry-smiles.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-angry-smiles.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-angry-smiles.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-angry-smiles.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f2d049c elementor-widget elementor-widget-text-editor\" data-id=\"f2d049c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <strong>G\u00e1n nh\u00e3n thi\u00ean v\u1ecb (d\u1ef1a tr\u00ean ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a, tu\u1ed5i t\u00e1c, v.v.)<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\". . . c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t th\u1ec3 hi\u1ec7n hai lo\u1ea1i thi\u00ean v\u1ecb r\u00f5 r\u1ec7t.<\/span><\/p><p><span style=\"font-weight: 300;\">\u0110\u1ea7u ti\u00ean, <\/span><b>C\u00e1c khu\u00f4n m\u1eb7t \u0111en lu\u00f4n \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 l\u00e0 tr\u00f4ng gi\u1eadn d\u1eef h\u01a1n so v\u1edbi c\u00e1c khu\u00f4n m\u1eb7t tr\u1eafng trong m\u1ecdi bi\u1ec3u c\u1ea3m c\u01b0\u1eddi. <\/b><span style=\"font-weight: 300;\">Face++ \u0111\u00e3 th\u1ec3 hi\u1ec7n lo\u1ea1i thi\u00ean v\u1ecb n\u00e0y.<\/span> <span style=\"font-weight: 300;\">Th\u1ee9 hai, <\/span><b>C\u00e1c khu\u00f4n m\u1eb7t \u0111en lu\u00f4n \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 l\u00e0 c\u00f3 v\u1ebb gi\u1eadn d\u1eef h\u01a1n. <\/b><span style=\"font-weight: 300;\">N\u1ebfu c\u00f3 b\u1ea5t k\u1ef3 s\u1ef1 m\u01a1 h\u1ed3 n\u00e0o v\u1ec1 bi\u1ec3u c\u1ea3m khu\u00f4n m\u1eb7t c\u1ee7a h\u1ecd. Face API \u0111\u00e3 hi\u1ec3n th\u1ecb s\u1ef1 ch\u00eanh l\u1ec7ch n\u00e0y. Ngay c\u1ea3 khi khu\u00f4n m\u1eb7t ng\u01b0\u1eddi da \u0111en ch\u1ec9 c\u01b0\u1eddi m\u1ed9t ph\u1ea7n, ph\u00e2n t\u00edch c\u1ee7a t\u00f4i cho th\u1ea5y r\u1eb1ng...<\/span><span style=\"font-weight: 300;\"> C\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y th\u1ec3 hi\u1ec7n nhi\u1ec1u c\u1ea3m x\u00fac ti\u00eau c\u1ef1c h\u01a1n so v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng c\u00f3 c\u00f9ng bi\u1ec3u c\u1ea3m nh\u01b0ng l\u00e0 ng\u01b0\u1eddi da tr\u1eafng. <\/span><span style=\"font-weight: 300;\">\u0110i\u1ec3m c\u1ea3m x\u00fac trung b\u00ecnh gi\u1eefa c\u00e1c nh\u00f3m ch\u1ee7ng t\u1ed9c g\u1ea7n nhau h\u01a1n nhi\u1ec1u, nh\u01b0ng v\u1eabn c\u00f3 s\u1ef1 kh\u00e1c bi\u1ec7t \u0111\u00e1ng k\u1ec3 gi\u1eefa khu\u00f4n m\u1eb7t ng\u01b0\u1eddi da \u0111en v\u00e0 da tr\u1eafng.<\/span><\/p><p><a href=\"https:\/\/singularityhub.com\/2019\/01\/11\/understanding-the-hidden-bias-in-emotion-reading-ais\/\" target=\"_blank\" rel=\"noopener\"><b>Hi\u1ec3u r\u00f5 s\u1ef1 thi\u00ean v\u1ecb \u1ea9n gi\u1ea5u trong c\u00e1c h\u1ec7 th\u1ed1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ecdc c\u1ea3m x\u00fac<br \/><\/b><\/a><span style=\"font-weight: 300;\">-Lauren Rhue<\/span><br \/><br \/><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7794822 elementor-widget elementor-widget-image\" data-id=\"7794822\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-invest-in-data.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8308\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 x\u1ea3y ra nh\u01b0 th\u1ebf n\u00e0o? H\u00e3y c\u00f9ng xem l\u1ea1i T\u1ea0I SAO VI\u1ec6C \u0110\u1ea6U T\u01af NHI\u1ec0U H\u01a0N V\u00c0O D\u1eee LI\u1ec6U L\u00c0 QUAN TR\ufffd\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-invest-in-data.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-invest-in-data.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-invest-in-data.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-invest-in-data.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-invest-in-data.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a037a2 elementor-widget elementor-widget-text-editor\" data-id=\"6a037a2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <strong>G\u00e1n nh\u00e3n thi\u00ean v\u1ecb (d\u1ef1a tr\u00ean ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a, tu\u1ed5i t\u00e1c, v.v.)<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">L\u00e0m th\u1ebf n\u00e0o<\/span><span style=\"font-weight: 300;\"> C\u00f3 th\u1ec3 \u0111i\u1ec1u n\u00e0y x\u1ea3y ra kh\u00f4ng?\u00a0<\/span><\/p><p><span style=\"font-weight: 300;\">H\u00e3y c\u00f9ng nhau xem l\u1ea1i T\u1ea0I SAO VI\u1ec6C \u0110\u1ea6U T\u01af NHI\u1ec0U H\u01a0N V\u00c0O D\u1eee LI\u1ec6U L<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8aba51c elementor-widget elementor-widget-image\" data-id=\"8aba51c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-upper-lip-raiser.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8311\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: Ng\u01b0\u1eddi nh\u1ea5c m\u00f4i tr\u00ean\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-upper-lip-raiser.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-upper-lip-raiser.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-upper-lip-raiser.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-upper-lip-raiser.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-upper-lip-raiser.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6f206db elementor-widget elementor-widget-text-editor\" data-id=\"6f206db\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <strong>G\u00e1n nh\u00e3n thi\u00ean v\u1ecb (d\u1ef1a tr\u00ean ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a, tu\u1ed5i t\u00e1c, v.v.)<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">Xem x\u00e9t h\u00ecnh d\u1ea1ng FACS \"<\/span><span style=\"font-weight: 300;\">C\u01a1 n\u00e2ng m\u00f4i tr\u00ean<\/span><span style=\"font-weight: 300;\">\" <\/span><span style=\"font-weight: 300;\">C\u01a1 n\u00e2ng m\u00f4i tr\u00ean<\/span><span style=\"font-weight: 300;\"> l\u00e0 m\u1ed9t th\u00e0nh ph\u1ea7n quan tr\u1ecdng c\u1ee7a c\u00e1c c\u1ea3m x\u00fac nh\u01b0 <\/span><b>gh\u00ea t\u1edfm<\/b><span style=\"font-weight: 300;\">, <\/span><b>gi\u1eadn d\u1eef<\/b><span style=\"font-weight: 300;\">,\u00a0<\/span><span style=\"font-weight: 300;\">v\u00e0 <\/span><b>s\u1ef1 khinh b\u1ec9<\/b><span style=\"font-weight: 300;\">. <\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p><p><span style=\"font-weight: 300;\">C\u00e1c \u0111\u1eb7c \u0111i\u1ec3m c\u1ee7a c\u01a1 n\u00e2ng m\u00f4i tr\u00ean bao g\u1ed3m:<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">m\u00f4i tr\u00ean nh\u1ebfch l\u00ean<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">V\u00f9ng n\u1ebfp nh\u0103n quanh m\u0169i v\u00e0 mi\u1ec7ng ph\u00eda tr\u00ean \u0111\u01b0\u1ee3c l\u00e0m tr\u00f2n. <\/span><span style=\"font-weight: 300;\"><br \/><\/span><span style=\"font-weight: 300;\">(\u0111\u01b0\u1eddng c\u01b0\u1eddi \u2013 xem h\u00ecnh)<\/span><\/li><\/ul><p><strong>L\u01afU \u00dd<\/strong>Ngo\u00e0i c\u00e1c thi\u00ean v\u1ecb ti\u1ec1m \u1ea9n trong vi\u1ec7c g\u1eafn nh\u00e3n h\u00e0nh \u0111\u1ed9ng khu\u00f4n m\u1eb7t, c\u00f2n c\u00f3 nhi\u1ec1u tranh c\u00e3i \u0111\u00e1ng k\u1ec3 v\u1ec1 L\u00fd thuy\u1ebft C\u1ea3m x\u00fac C\u01a1 b\u1ea3n (v\u00ed d\u1ee5: c\u00e1c m\u1eabu c\u1ea3m x\u00fac c\u01a1 b\u1ea3n nh\u01b0 khinh b\u1ec9, gi\u1eadn d\u1eef, v.v.) n\u00f3i chung. Xem \"'<a href=\"https:\/\/melindaozel.com\/its-all-in-the-eyes-and-other-lies\/\" target=\"_blank\" rel=\"noopener\">\"T\u1ea5t c\u1ea3 \u0111\u1ec1u n\u1eb1m trong \u00e1nh m\u1eaft\" v\u00e0 nh\u1eefng l\u1eddi d\u1ed1i tr\u00e1 kh\u00e1c.<\/a>\u201c<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d7a4aff elementor-widget elementor-widget-image\" data-id=\"d7a4aff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-nasolabial-furrow-lines.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8315\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: N\u1ebfp nh\u0103n m\u0169i m\u00e1\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-nasolabial-furrow-lines.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-nasolabial-furrow-lines.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-nasolabial-furrow-lines.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-nasolabial-furrow-lines.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-nasolabial-furrow-lines.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1c10953 elementor-widget elementor-widget-text-editor\" data-id=\"1c10953\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <strong>G\u00e1n nh\u00e3n thi\u00ean v\u1ecb (d\u1ef1a tr\u00ean ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a, tu\u1ed5i t\u00e1c, v.v.)<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">M\u1ed9t s\u1ed1 ng\u01b0\u1eddi c\u00f3 n\u1ebfp nh\u0103n quanh m\u0169i v\u00e0 mi\u1ec7ng s\u00e2u h\u01a1n.<\/span><\/p><p><span style=\"font-weight: 300;\">\u0110\u00e2y ch\u1ec9 l\u00e0 k\u1ebft qu\u1ea3 t\u1ef1 nhi\u00ean c\u1ee7a c\u1ea5u tr\u00fac khu\u00f4n m\u1eb7t c\u1ee7a h\u1ecd.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8383fe1 elementor-widget elementor-widget-image\" data-id=\"8383fe1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-diverse-data.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8317\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: N\u1ebfp nh\u0103n m\u0169i m\u00e1\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-diverse-data.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-diverse-data.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-diverse-data.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-diverse-data.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-diverse-data.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-47a96ac elementor-widget elementor-widget-text-editor\" data-id=\"47a96ac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <strong>G\u00e1n nh\u00e3n thi\u00ean v\u1ecb (d\u1ef1a tr\u00ean ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a, tu\u1ed5i t\u00e1c, v.v.)<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">M\u1ed9t ng\u01b0\u1eddi d\u00e1n nh\u00e3n kh\u00f4ng th\u00e0nh th\u1ea1o H\u1ec7 th\u1ed1ng M\u00e3 h\u00f3a H\u00e0nh \u0111\u1ed9ng Khu\u00f4n m\u1eb7t (FACS) c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng d\u00e1n nh\u00e3n sai cho nh\u1eefng ng\u01b0\u1eddi c\u00f3 \u0111\u01b0\u1eddng nh\u0103n m\u0169i-mi\u1ec7ng kh\u00f4ng d\u1ef1a tr\u00ean bi\u1ec3u c\u1ea3m l\u00e0 c\u00f3 <\/span><span style=\"font-weight: 300;\">C\u01a1 n\u00e2ng m\u00f4i tr\u00ean<\/span><span style=\"font-weight: 300;\">.<\/span><\/p><p><span style=\"font-weight: 300;\">Nh\u1eefng nh\u00e3n sai n\u00e0y t\u1ea1o ra m\u1ed9t m\u00f4 h\u00ecnh nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n \u0111\u1ec3 nh\u1eadn di\u1ec7n c\u00e1c khu\u00f4n m\u1eb7t c\u00f3 c\u1ea5u tr\u00fac nh\u1ea5t \u0111\u1ecbnh l\u00e0 bi\u1ec3u hi\u1ec7n c\u1ee7a <\/span><span style=\"font-weight: 300;\">C\u01a1 n\u00e2ng m\u00f4i tr\u00ean<\/span><span style=\"font-weight: 300;\"> \u2013 ngay c\u1ea3 khi h\u1ecd trung l\u1eadp ho\u1eb7c \u0111ang m\u1ec9m c\u01b0\u1eddi.<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p><p><span style=\"font-weight: 300;\">Vi\u1ec7c thu th\u1eadp m\u1ed9t \"b\u1ed9 d\u1eef li\u1ec7u \u0111a d\u1ea1ng\" l\u00e0 kh\u00f4ng quan tr\u1ecdng n\u1ebfu c\u00e1c nh\u00e3n d\u1eef li\u1ec7u c\u1ee7a b\u1ea1n kh\u00f4ng ch\u00ednh x\u00e1c.<\/span><\/p><p><span style=\"font-weight: 300;\">\u0110\u00e0o t\u1ea1o n\u00e0y gi\u1ea3i th\u00edch cho k\u1ebft qu\u1ea3 nghi\u00ean c\u1ee9u c\u1ee7a Lauren Rhue t\u1eeb<\/span> <b>Hi\u1ec3u r\u00f5 s\u1ef1 thi\u00ean v\u1ecb \u1ea9n gi\u1ea5u trong c\u00e1c h\u1ec7 th\u1ed1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ecdc c\u1ea3m x\u00fac<\/b><span style=\"font-weight: 300;\">.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b2351a7 elementor-widget elementor-widget-image\" data-id=\"b2351a7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-holistic-emotion-labeling..png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8319\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: \u0110\u00e1nh gi\u00e1 c\u1ea3m x\u00fac to\u00e0n di\u1ec7n\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-holistic-emotion-labeling..png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-holistic-emotion-labeling..png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-holistic-emotion-labeling..png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-holistic-emotion-labeling..png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-holistic-emotion-labeling..png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ab8979 elementor-widget elementor-widget-text-editor\" data-id=\"1ab8979\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <strong>G\u00e1n nh\u00e3n thi\u00ean v\u1ecb (d\u1ef1a tr\u00ean ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a, tu\u1ed5i t\u00e1c, v.v.)<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">S\u1ef1 hi\u1ec7n di\u1ec7n c\u1ee7a vi\u1ec7c g\u1eafn nh\u00e3n c\u1ea3m x\u00fac c\u00f3 thi\u00ean v\u1ecb s\u1ebd v\u1eabn t\u1ed3n t\u1ea1i ngay c\u1ea3 khi b\u1ea1n chuy\u1ec3n sang m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p kh\u00f4ng d\u1ef1a tr\u00ean FACS v\u00e0 c\u1ed1 g\u1eafng \u0111\u1ec3 ng\u01b0\u1eddi g\u1eafn nh\u00e3n ph\u00e2n lo\u1ea1i c\u1ea3m x\u00fac m\u1ed9t c\u00e1ch t\u1ed5ng th\u1ec3.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56fa2de elementor-widget elementor-widget-image\" data-id=\"56fa2de\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-east-asian-western.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8321\" alt=\"S\u1ef1 thi\u00ean v\u1ecb li\u00ean quan \u0111\u1ebfn ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-east-asian-western.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-east-asian-western.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-east-asian-western.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-east-asian-western.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-east-asian-western.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-95f5002 elementor-widget elementor-widget-text-editor\" data-id=\"95f5002\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <strong>G\u00e1n nh\u00e3n thi\u00ean v\u1ecb (d\u1ef1a tr\u00ean ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a, tu\u1ed5i t\u00e1c, v.v.)<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 500;\">N\u1ebfu ch\u01b0a r\u00f5 t\u1ea1i sao vi\u1ec7c g\u1eafn nh\u00e3n c\u1ea3m x\u00fac to\u00e0n di\u1ec7n c\u00f3 kh\u1ea3 n\u0103ng th\u1ea5t b\u1ea1i ngang b\u1eb1ng (n\u1ebfu kh\u00f4ng mu\u1ed1n n\u00f3i l\u00e0 cao h\u01a1n) \u2013 <\/span><b>D\u01af\u1edaI \u0110\u00c2Y L\u00c0 M\u1ed8T S\u1ed0 TH\u00d4NG T<\/b><b>:<\/b><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">Con ng\u01b0\u1eddi thu th\u1eadp th\u00f4ng tin theo c\u00e1ch kh\u00e1c nhau khi nh\u00ecn v\u00e0o khu\u00f4n m\u1eb7t v\u00e0 t\u00ecm ki\u1ebfm c\u00e1c manh m\u1ed1i kh\u00e1c nhau khi gi\u1ea3i th\u00edch c\u1ea3m x\u00fac.\u00a0<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">V\u0103n h\u00f3a c\u00f3 \u1ea3nh h\u01b0\u1edfng s\u00e2u s\u1eafc \u0111\u1ebfn nh\u1eefng g\u00ec ch\u00fang ta coi l\u00e0 th\u00f4ng tin v\u00e0 manh m\u1ed1i c\u00f3 gi\u00e1 tr\u1ecb.<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><\/ul><p><span style=\"font-weight: 300;\">C\u00e1c nghi\u00ean c\u1ee9u \u0111\u00e3 ch\u1ec9 ra:<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"2\"><b>\u0110\u00f4ng \u00c1<\/b><span style=\"font-weight: 300;\"> Ng\u01b0\u1eddi tham gia th\u01b0\u1eddng t\u1eadp trung v\u00e0o ph\u1ea7n gi\u1eefa khu\u00f4n m\u1eb7t, xung quanh m\u0169i, v\u00e0 \u0111\u1eb7t nhi\u1ec1u s\u1ef1 ch\u00fa \u00fd v\u00e0o \u0111\u00f4i m\u1eaft v\u00e0 h\u01b0\u1edbng nh\u00ecn.\u00a0<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><b>Ng\u01b0\u1eddi Caucasus ph\u01b0\u01a1ng T\u00e2y <\/b><span style=\"font-weight: 300;\">Ng\u01b0\u1eddi tham gia c\u00f3 xu h\u01b0\u1edbng t\u00ecm ki\u1ebfm bi\u1ec3u hi\u1ec7n c\u1ea3m x\u00fac \u1edf v\u00f9ng l\u00f4ng m\u00e0y v\u00e0 v\u00f9ng mi\u1ec7ng.<\/span><\/li><li style=\"font-weight: 500;\" aria-level=\"2\"><span style=\"font-weight: 500;\">S\u1ef1 kh\u00e1c bi\u1ec7t trong s\u1ef1 ch\u00fa \u00fd n\u00e0y t\u1ea1o ra s\u1ef1 thi\u00ean v\u1ecb khi ng\u01b0\u1eddi tham gia quan s\u00e1t c\u00e1c khu\u00f4n m\u1eb7t c\u00f3 bi\u1ec3u c\u1ea3m m\u00e2u thu\u1eabn.<br \/><\/span><span style=\"font-weight: 300;\">V\u00ed d\u1ee5: Khi c\u00f3 \u0111\u00f4i m\u1eaft bu\u1ed3n nh\u01b0ng mi\u1ec7ng c\u01b0\u1eddi:<br \/><\/span><span style=\"font-weight: 300;\">\u2013 Ng\u01b0\u1eddi tham gia Nh\u1eadt B\u1ea3n coi tr\u1ecdng h\u01a1n c\u1ea3m x\u00fac \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n qua \u00e1nh m\u1eaft.<br \/><\/span><span style=\"font-weight: 300;\">\u2013 Ng\u01b0\u1eddi tham gia M\u1ef9 quan t\u00e2m h\u01a1n \u0111\u1ebfn v\u00f9ng mi\u1ec7ng.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-360d312 elementor-widget elementor-widget-image\" data-id=\"360d312\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-anarchy.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8323\" alt=\"S\u1ef1 thi\u00ean v\u1ecb li\u00ean quan \u0111\u1ebfn ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-anarchy.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-anarchy.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-anarchy.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-anarchy.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-anarchy.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d540e16 elementor-widget elementor-widget-text-editor\" data-id=\"d540e16\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>Khi kh\u00f4ng s\u1eed d\u1ee5ng FACS \u0111\u00fang c\u00e1ch, \u0111i\u1ec1u g\u00ec s\u1ebd x\u1ea3y ra?<\/span><\/span><\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">Ph\u00e2n lo\u1ea1i bi\u1ec3u th\u1ee9c kh\u00f4ng ch\u00ednh x\u00e1c<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">Ph\u00e2n lo\u1ea1i bi\u1ec3u hi\u1ec7n kh\u00f4ng nh\u1ea5t qu\u00e1n<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">G\u00e1n nh\u00e3n thi\u00ean v\u1ecb (d\u1ef1a tr\u00ean ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a, tu\u1ed5i t\u00e1c, v.v.)<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"text-decoration: underline;\"><span style=\"font-weight: 300;\">v\u00f4 ch\u00ednh ph\u1ee7<\/span><\/span><ul><li style=\"list-style-type: none;\">\u00a0<\/li><\/ul><\/li><\/ul><\/li><\/ul><p><span style=\"font-weight: 300;\">Ngay c\u1ea3 khi b\u1ea1n s\u1eed d\u1ee5ng FACS m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c, v\u1eabn s\u1ebd lu\u00f4n t\u1ed3n t\u1ea1i s\u1ef1 thi\u00ean v\u1ecb v\u00e0 kh\u00f4ng nh\u1ea5t qu\u00e1n \u2013 nh\u01b0ng b\u1eb1ng c\u00e1ch \u00e1p d\u1ee5ng c\u00e1c bi\u1ec7n ph\u00e1p c\u1ea9n th\u1eadn, nh\u1eefng v\u1ea5n \u0111\u1ec1 n\u00e0y c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c gi\u1ea3m thi\u1ec3u \u0111\u00e1ng k\u1ec3.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-89156e7 elementor-widget elementor-widget-image\" data-id=\"89156e7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-mitigating-bias.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8327\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: Gi\u1ea3m thi\u1ec3u s\u1ef1 thi\u00ean v\u1ecb\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-mitigating-bias.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-mitigating-bias.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-mitigating-bias.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-mitigating-bias.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-mitigating-bias.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7d9da2f elementor-widget elementor-widget-text-editor\" data-id=\"7d9da2f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <strong>v\u00f4 ch\u00ednh ph\u1ee7<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">N\u1ebfu . . .\u00a0<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">V\u0103n h\u00f3a \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn c\u00e1ch ch\u00fang ta hi\u1ec3u c\u00e1c bi\u1ec3u \u0111\u1ea1t v\u00e0 c\u1ea3m x\u00fac.<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u0110i\u1ec1u ki\u1ec7n m\u00f4i tr\u01b0\u1eddng \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn c\u00e1c d\u1ea5u hi\u1ec7u m\u00e0 ch\u00fang ta quan s\u00e1t \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 khu\u00f4n m\u1eb7t.<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">Ki\u1ebfn th\u1ee9c v\u1ec1 c\u00e1c h\u00e0nh \u0111\u1ed9ng c\u1ee7a khu\u00f4n m\u1eb7t \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn c\u00e1ch ch\u00fang ta ph\u00e2n lo\u1ea1i c\u00e1c bi\u1ec3u c\u1ea3m.<\/span><\/li><\/ul><p><span style=\"font-weight: 300;\">. . . C\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 c\u00f3 th\u1ec3 l\u00e0m g\u00ec \u0111\u1ec3 gi\u1ea3m thi\u1ec3u c\u00e1c l\u1ed7i do con ng\u01b0\u1eddi g\u00e2y ra v\u00e0 ng\u0103n ch\u1eb7n ch\u00fang r\u00f2 r\u1ec9?\u00a0<\/span><span style=\"font-weight: 300;\">V\u00e0o c\u00e1c thu\u1eadt to\u00e1n?<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52e5215 elementor-widget elementor-widget-image\" data-id=\"52e5215\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-reducing-bias.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8330\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: Gi\u1ea3m thi\u1ec3u s\u1ef1 thi\u00ean v\u1ecb\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-reducing-bias.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-reducing-bias.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-reducing-bias.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-reducing-bias.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-reducing-bias.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78f36ff elementor-widget elementor-widget-text-editor\" data-id=\"78f36ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <\/span><\/span><span style=\"font-weight: 300;\">C\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 c\u00f3 th\u1ec3 l\u00e0m g\u00ec \u0111\u1ec3 gi\u1ea3m thi\u1ec3u s\u1ef1 thi\u00ean v\u1ecb trong c\u00f4ng ngh\u1ec7 theo d\u00f5i khu\u00f4n m\u1eb7t?<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p><ul><li style=\"font-weight: 500;\" aria-level=\"1\"><span style=\"font-weight: 500;\">C\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 ph\u1ea3i nh\u1eadn th\u1ee9c \u0111\u01b0\u1ee3c r\u1eb1ng <\/span><span style=\"font-weight: 500;\">C\u00f4ng ngh\u1ec7 theo d\u00f5i khu\u00f4n m\u1eb7t \u0111\u00e3 v\u01b0\u1ee3t ra ngo\u00e0i ph\u1ea1m vi c\u1ee7a k\u1ef9 thu\u1eadt.<\/span><\/li><li style=\"font-weight: 500;\" aria-level=\"1\"><span style=\"font-weight: 500;\">C\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 ph\u1ea3i <\/span><span style=\"font-weight: 500;\">Ch\u1ea5p nh\u1eadn t\u00ednh d\u1ec5 b\u1ecb \u1ea3nh h\u01b0\u1edfng b\u1edfi thi\u00ean v\u1ecb c\u1ee7a c\u00f4ng ngh\u1ec7 v\u00e0 \u0111\u00e0o t\u1ea1o nh\u00e2n vi\u00ean v\u1ec1 nh\u1eefng \u0111i\u1ec3m y\u1ebfu n\u00e0y.<\/span><\/li><li style=\"font-weight: 500;\" aria-level=\"1\"><span style=\"font-weight: 500;\">C\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 ph\u1ea3i <\/span><span style=\"font-weight: 500;\">\u0110\u1ea7u t\u01b0 nhi\u1ec1u h\u01a1n v\u00e0o ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bc64a58 elementor-widget elementor-widget-image\" data-id=\"bc64a58\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-investing-in-labelers.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8331\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: Gi\u1ea3m thi\u1ec3u s\u1ef1 thi\u00ean v\u1ecb\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-investing-in-labelers.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-investing-in-labelers.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-investing-in-labelers.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-investing-in-labelers.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-investing-in-labelers.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cfaaff2 elementor-widget elementor-widget-text-editor\" data-id=\"cfaaff2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">Nh\u1eadn th\u1ee9c \u0111\u01b0\u1ee3c nh\u1eefng ti\u1ebfn b\u1ed9 c\u1ee7a c\u00f4ng ngh\u1ec7 theo d\u00f5i khu\u00f4n m\u1eb7t, hi\u1ec3u r\u00f5 c\u00e1c l\u1ed7 h\u1ed5ng c\u1ee7a n\u00f3 v\u00e0 \u0111\u1ea7u t\u01b0 nhi\u1ec1u h\u01a1n v\u00e0o ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u c\u00f3 ngh\u0129a l\u00e0 . . .\u00a0<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">Th\u1ef1c ra <\/span><span style=\"font-weight: 300;\">Ph\u00e2n b\u1ed5 nh\u00e2n s\u1ef1<\/span><span style=\"font-weight: 300;\"> H\u01b0\u1edbng t\u1edbi c\u00e1c vai tr\u00f2 t\u1eadp trung v\u00e0o ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u \u2013 ngay c\u1ea3 khi \u0111i\u1ec1u \u0111\u00f3 \u0111\u00f2i h\u1ecfi ph\u1ea3i gi\u1ea3m b\u1edbt nh\u00e2n s\u1ef1 k\u1ef9 thu\u1eadt.<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">D\u00e0nh th\u1eddi gian, c\u00f4ng s\u1ee9c, <\/span><span style=\"font-weight: 300;\">v\u00e0<\/span><span style=\"font-weight: 300;\"> t\u00e0i nguy\u00ean<\/span><span style=\"font-weight: 300;\"> \u0111\u1ebfn <\/span><span style=\"font-weight: 300;\">T\u00ecm chuy\u00ean gia d\u1eef li\u1ec7u. <\/span><span style=\"font-weight: 300;\">N\u1ebfu \u0111i\u1ec1u n\u00e0y kh\u00f4ng th\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u01b0\u1ee3c, c\u00f4ng ty v\u1eabn c\u00f3 tr\u00e1ch nhi\u1ec7m d\u00e0nh th\u1eddi gian, c\u00f4ng s\u1ee9c v\u00e0 ngu\u1ed3n l\u1ef1c \u0111\u1ec3 \u0110\u00c0O T\u1ea0O c\u00e1c chuy\u00ean gia d\u1eef li\u1ec7u. <\/span><b>Ph\u00e2n lo\u1ea1i bi\u1ec3u c\u1ea3m khu\u00f4n m\u1eb7t ph\u1ee9c t\u1ea1p h\u01a1n nhi\u1ec1u so v\u1edbi vi\u1ec7c ph\u00e2n lo\u1ea1i c\u00e1c \u0111\u1ed1i t\u01b0\u1ee3ng c\u01a1 b\u1ea3n nh\u01b0 \u0111\u00e8n giao th\u00f4ng v\u00e0 c\u1ea7n \u0111\u01b0\u1ee3c xem x\u00e9t m\u1ed9t c\u00e1ch t\u01b0\u01a1ng \u1ee9ng.<\/b><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0c81476 elementor-widget elementor-widget-image\" data-id=\"0c81476\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-reducing-biases-in-face-tracking.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8333\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: Gi\u1ea3m thi\u1ec3u s\u1ef1 thi\u00ean v\u1ecb trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-reducing-biases-in-face-tracking.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-reducing-biases-in-face-tracking.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-reducing-biases-in-face-tracking.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-reducing-biases-in-face-tracking.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-reducing-biases-in-face-tracking.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8e8d0b8 elementor-widget elementor-widget-text-editor\" data-id=\"8e8d0b8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">Gi\u1ea3m thi\u1ec3u sai l\u1ec7ch trong theo d\u00f5i khu\u00f4n m\u1eb7t<\/span><\/p><p><span style=\"font-weight: 500;\">Nh\u1eadn th\u1ee9c \u0111\u01b0\u1ee3c nh\u1eefng ti\u1ebfn b\u1ed9 c\u1ee7a c\u00f4ng ngh\u1ec7 theo d\u00f5i khu\u00f4n m\u1eb7t, hi\u1ec3u r\u00f5 c\u00e1c l\u1ed7 h\u1ed5ng c\u1ee7a n\u00f3 v\u00e0 \u0111\u1ea7u t\u01b0 nhi\u1ec1u h\u01a1n v\u00e0o ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u c\u00f3 ngh\u0129a l\u00e0 . . .\u00a0<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p><ul><li><span style=\"font-weight: 300;\">K\u1ef9 thu\u1eadt, nghi\u00ean c\u1ee9u v\u00e0 s\u1ea3n ph\u1ea9m kh\u00f4ng n\u00ean ch\u1ec9 \u0111\u01a1n thu\u1ea7n cung c\u1ea5p d\u1eef li\u1ec7u theo y\u00eau c\u1ea7u \u2013 m\u00e0 ph\u1ea3i L\u1eaeNG NGHE. <\/span><span style=\"font-weight: 300;\">\u0110\u00e1p \u1ee9ng nhu c\u1ea7u c\u1ee7a c\u00e1c \u0111\u1ed9i ng\u0169 d\u1eef li\u1ec7u. C\u00e1c \u0111\u1ed9i ng\u0169 d\u1eef li\u1ec7u l\u00e0 nh\u1eefng ng\u01b0\u1eddi am hi\u1ec3u nh\u1ea5t v\u1ec1 c\u00f4ng vi\u1ec7c k\u1ef9 thu\u1eadt ph\u1ee9c t\u1ea1p ph\u00eda sau \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o c\u00e1c thu\u1eadt to\u00e1n ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3. <\/span><b>\u0110\u00e2y ch\u00ednh l\u00e0 n\u01a1i nhi\u1ec1u c\u00f4ng ty th\u1ea5t b\u1ea1i.<\/b><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">Y\u00eau c\u1ea7u nh\u00e2n vi\u00ean c\u00f3 vai tr\u00f2 li\u00ean quan \u0111\u1ebfn d\u1eef li\u1ec7u ph\u1ea3i th\u01b0\u1eddng xuy\u00ean l\u00e0m vi\u1ec7c c\u00f9ng c\u00e1c \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt, nghi\u00ean c\u1ee9u v\u00e0 s\u1ea3n ph\u1ea9m.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d5f5260 elementor-widget elementor-widget-image\" data-id=\"d5f5260\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-proper-training.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8335\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: \u0110\u00e0o t\u1ea1o \u0111\u00fang c\u00e1ch\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-proper-training.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-proper-training.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-proper-training.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-proper-training.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-proper-training.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-857bf73 elementor-widget elementor-widget-text-editor\" data-id=\"857bf73\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">Gi\u1ea3m thi\u1ec3u sai l\u1ec7ch trong theo d\u00f5i khu\u00f4n m\u1eb7t<\/span><\/p><p><span style=\"font-weight: 500;\">Nh\u1eadn th\u1ee9c \u0111\u01b0\u1ee3c nh\u1eefng ti\u1ebfn b\u1ed9 c\u1ee7a c\u00f4ng ngh\u1ec7 theo d\u00f5i khu\u00f4n m\u1eb7t, hi\u1ec3u r\u00f5 c\u00e1c l\u1ed7 h\u1ed5ng c\u1ee7a n\u00f3 v\u00e0 \u0111\u1ea7u t\u01b0 nhi\u1ec1u h\u01a1n v\u00e0o ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u c\u00f3 ngh\u0129a l\u00e0 . . .\u00a0<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">Gi\u00e1o d\u1ee5c nh\u00e2n vi\u00ean v\u1ec1 th\u1ef1c tr\u1ea1ng thi\u00ean v\u1ecb trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7.<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">Th\u1ef1c hi\u1ec7n c\u00e1c bi\u1ec7n ph\u00e1p ph\u00f2ng ng\u1eeba ph\u00f9 h\u1ee3p \u0111\u1ec3 <\/span><span style=\"font-weight: 300;\">Ti\u00eau chu\u1ea9n h\u00f3a v\u00e0 x\u00e1c \u0111\u1ecbnh quy \u0111\u1ecbnh v\u1ec1 nh\u00e3n m\u00e1c.<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">Lu\u00f4n lu\u00f4n <\/span><span style=\"font-weight: 300;\">Xem x\u00e9t th\u1eddi \u0111i\u1ec3m v\u00e0 \u0111\u1ecba \u0111i\u1ec3m m\u00e0 s\u1ef1 thi\u00ean v\u1ecb c\u00f3 th\u1ec3 xu\u1ea5t hi\u1ec7n.<br \/><\/span><span style=\"font-weight: 300;\">\u2013 Ai l\u00e0 ng\u01b0\u1eddi d\u00e1n nh\u00e3n?<br \/><\/span><span style=\"font-weight: 300;\">\u2013 H\u1ecd \u0111ang d\u00e1n nh\u00e3n g\u00ec?<br \/><\/span><span style=\"font-weight: 300;\">\u2013 Nh\u1eefng y\u1ebfu t\u1ed1 n\u00e0o c\u00f3 th\u1ec3 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn vi\u1ec7c d\u00e1n nh\u00e3n c\u1ee7a ch\u00fang?<br \/>* <\/span><span style=\"font-weight: 300;\"><strong>t\u00e2m tr\u1ea1ng <\/strong>* <\/span><span style=\"font-weight: 300;\"><strong>v\u0103n h\u00f3a<\/strong> * <\/span><strong>kinh nghi\u1ec7m<\/strong><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-97bcf25 elementor-widget elementor-widget-image\" data-id=\"97bcf25\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-static-images.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8337\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: h\u00ecnh \u1ea3nh t\u0129nh\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-static-images.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-static-images.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-static-images.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-static-images.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-static-images.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e7df231 elementor-widget elementor-widget-text-editor\" data-id=\"e7df231\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">Gi\u1ea3m thi\u1ec3u sai l\u1ec7ch trong theo d\u00f5i khu\u00f4n m\u1eb7t<\/span><\/p><p><span style=\"font-weight: 500;\">Nh\u1eadn th\u1ee9c \u0111\u01b0\u1ee3c nh\u1eefng ti\u1ebfn b\u1ed9 c\u1ee7a c\u00f4ng ngh\u1ec7 theo d\u00f5i khu\u00f4n m\u1eb7t, hi\u1ec3u r\u00f5 c\u00e1c l\u1ed7 h\u1ed5ng c\u1ee7a n\u00f3 v\u00e0 \u0111\u1ea7u t\u01b0 nhi\u1ec1u h\u01a1n v\u00e0o ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u c\u00f3 ngh\u0129a l\u00e0 . . .\u00a0<\/span><\/p><p><b>GHI CH\u00da:<\/b> <span style=\"font-weight: 300;\">D\u1eebng g\u1eafn nh\u00e3n cho c\u00e1c bi\u1ec3u th\u1ee9c t\u1eeb h\u00ecnh \u1ea3nh t\u0129nh.<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p><ul><li><span style=\"font-weight: 300;\">\u0110\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a ph\u00e2n lo\u1ea1i t\u1ebf b\u00e0o b\u1eb1ng FACS v\u00e0 g\u1eafn nh\u00e3n c\u1ea3m x\u00fac ph\u1ee5 thu\u1ed9c l\u1edbn v\u00e0o vi\u1ec7c quan s\u00e1t \u0111\u01b0\u1ee3c chuy\u1ec3n \u0111\u1ed9ng.<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><li><span style=\"font-weight: 300;\">N\u1ebfu chuy\u1ec3n \u0111\u1ed9ng \u0111\u01b0\u1ee3c nh\u1ea5n m\u1ea1nh h\u01a1n, c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m khu\u00f4n m\u1eb7t t\u0129nh nh\u01b0 kh\u00f3e mi\u1ec7ng ch\u1ea3y x\u1ec7 v\u00e0 n\u1ebfp nh\u0103n m\u0169i m\u00e1 cong s\u1ebd \u00edt c\u00f3 kh\u1ea3 n\u0103ng k\u00edch ho\u1ea1t qu\u00e1 tr\u00ecnh ph\u00e1t hi\u1ec7n. <\/span><span style=\"font-weight: 300;\">D\u1ee5ng c\u1ee5 \u1ea5n g\u00f3c m\u00f4i<\/span><span style=\"font-weight: 300;\"> v\u00e0 <\/span><span style=\"font-weight: 300;\">C\u01a1 n\u00e2ng m\u00f4i tr\u00ean <\/span><span style=\"font-weight: 300;\">(t\u01b0\u01a1ng \u1ee9ng).<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed512e7 elementor-widget elementor-widget-image\" data-id=\"ed512e7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-closing.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8339\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: K\u1ebft lu\u1eadn\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-closing.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-closing.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-closing.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-closing.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-closing.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69ade8a elementor-widget elementor-widget-text-editor\" data-id=\"69ade8a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">Gi\u1ea3m thi\u1ec3u sai l\u1ec7ch trong theo d\u00f5i khu\u00f4n m\u1eb7t<\/span><\/p><p><span style=\"font-weight: 300;\">Ghi ch\u00fa k\u1ebft th\u00fac . . .\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1991a67 elementor-widget elementor-widget-image\" data-id=\"1991a67\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-ramifications.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8340\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: H\u1eadu qu\u1ea3\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-ramifications.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-ramifications.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-ramifications.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-ramifications.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-ramifications.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5df366e elementor-widget elementor-widget-text-editor\" data-id=\"5df366e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">Gi\u1ea3m thi\u1ec3u sai l\u1ec7ch trong theo d\u00f5i khu\u00f4n m\u1eb7t<\/span><\/p><p><span style=\"font-weight: 300;\">C\u00e0ng tin t\u01b0\u1edfng v\u00e0 ph\u1ee5 thu\u1ed9c v\u00e0o c\u00f4ng ngh\u1ec7,\u00a0<\/span><span style=\"font-weight: 300;\">C\u00e0ng nhi\u1ec1u h\u1ec7 qu\u1ea3 m\u00e0 nh\u1eefng th\u00e0nh ki\u1ebfn n\u00e0y g\u00e2y ra.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-955dbf4 elementor-widget elementor-widget-image\" data-id=\"955dbf4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-AI.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8343\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: H\u1eadu qu\u1ea3 \u0111\u1ed1i v\u1edbi tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI)\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-AI.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-AI.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-AI.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-AI.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-AI.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b3a568a elementor-widget elementor-widget-text-editor\" data-id=\"b3a568a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">Gi\u1ea3m thi\u1ec3u sai l\u1ec7ch trong theo d\u00f5i khu\u00f4n m\u1eb7t<\/span><\/p><p><span style=\"font-weight: 300;\">\"\u2026 Ph\u1ea7n m\u1ec1m nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t di\u1ec5n gi\u1ea3i c\u1ea3m x\u00fac kh\u00e1c nhau t\u00f9y thu\u1ed9c v\u00e0o ch\u1ee7ng t\u1ed9c c\u1ee7a ng\u01b0\u1eddi \u0111\u01b0\u1ee3c nh\u1eadn di\u1ec7n. \u2026 Ph\u00e1t hi\u1ec7n n\u00e0y c\u00f3 \u00fd ngh\u0129a \u0111\u1ed1i v\u1edbi c\u00e1 nh\u00e2n, t\u1ed5 ch\u1ee9c v\u00e0 x\u00e3 h\u1ed9i, v\u00e0 n\u00f3 g\u00f3p ph\u1ea7n v\u00e0o kho t\u00e0ng nghi\u00ean c\u1ee9u ng\u00e0y c\u00e0ng l\u1edbn v\u1ec1 s\u1ef1 thi\u00ean v\u1ecb v\u00e0\/ho\u1eb7c t\u00e1c \u0111\u1ed9ng b\u1ea5t l\u1ee3i trong tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI).\"<\/span><\/p><p><span style=\"font-weight: 300;\">Rhue, Lauren, <\/span><b>\u1ea2nh h\u01b0\u1edfng c\u1ee7a ch\u1ee7ng t\u1ed9c \u0111\u1ed1i v\u1edbi nh\u1eadn th\u1ee9c t\u1ef1 \u0111\u1ed9ng v\u1ec1 c\u1ea3m x\u00fac\u00a0<\/b><span style=\"font-weight: 300;\">(Ng\u00e0y 9 th\u00e1ng 11 n\u0103m 2018).\u00a0<\/span><span style=\"font-weight: 300;\">C\u00f3 s\u1eb5n tr\u00ean SSRN: <\/span><span style=\"font-weight: 300;\"><a href=\"https:\/\/ssrn.com\/abstract=3281765\" rel=\"nofollow\">https:\/\/ssrn.com\/abstract=3281765<\/a> ho\u1eb7c <a href=\"http:\/\/dx.doi.org\/10.2139\/ssrn.3281765\" rel=\"nofollow\">http:\/\/dx.doi.org\/10.2139\/ssrn.3281765<\/a><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7a8268e elementor-widget elementor-widget-image\" data-id=\"7a8268e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-responsibility.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8344\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: Tr\u00e1ch nhi\u1ec7m d\u1eef li\u1ec7u\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-responsibility.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-responsibility.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-responsibility.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-responsibility.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-responsibility.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0bee76 elementor-widget elementor-widget-text-editor\" data-id=\"d0bee76\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">Gi\u1ea3m thi\u1ec3u sai l\u1ec7ch trong theo d\u00f5i khu\u00f4n m\u1eb7t<\/span><\/p><p><span style=\"font-weight: 300;\">Ch\u1ecbu tr\u00e1ch nhi\u1ec7m.<\/span><span style=\"font-weight: 300;\"><br \/><\/span><span style=\"font-weight: 300;\">H\u00e3y n\u1ed7 l\u1ef1c \u0111\u1ec3 gi\u1ea3m thi\u1ec3u s\u1ef1 thi\u00ean v\u1ecb.<br \/><\/span><span style=\"font-weight: 300;\">\u0110\u1ea7u t\u01b0 nhi\u1ec1u h\u01a1n v\u00e0o d\u1eef li\u1ec7u.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-009a084 elementor-widget elementor-widget-image\" data-id=\"009a084\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-facs-cheat-sheet.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8346\" alt=\"S\u1ef1 thi\u00ean v\u1ecb v\u1ec1 ch\u1ee7ng t\u1ed9c, v\u0103n h\u00f3a v\u00e0 tu\u1ed5i t\u00e1c trong vi\u1ec7c theo d\u00f5i khu\u00f4n m\u1eb7t v\u00e0 c\u1ea3m x\u00fac: B\u1ea3ng t\u00f3m t\u1eaft FACS\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-facs-cheat-sheet.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-facs-cheat-sheet.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-facs-cheat-sheet.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-facs-cheat-sheet.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-facs-cheat-sheet.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b0ffd1 elementor-widget elementor-widget-text-editor\" data-id=\"1b0ffd1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">V\u0103n b\u1ea3n<\/span>:<\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u0110\u1ec3 \u1ee9ng ph\u00f3 v\u1edbi t\u00ecnh tr\u1ea1ng ph\u1ed5 bi\u1ebfn c\u1ee7a c\u00e1c t\u00e0i li\u1ec7u tham kh\u1ea3o FACS ch\u1ea5t l\u01b0\u1ee3ng th\u1ea5p v\u00e0 kh\u00f4ng ch\u00ednh x\u00e1c, <\/span><span style=\"font-weight: 300;\">T\u00f4i \u0111\u00e3 t\u1ea1o ra m\u1ed9t b\u1ea3ng t\u00f3m t\u1eaft mi\u1ec5n ph\u00ed v\u1ec1 FACS. <\/span><span style=\"font-weight: 300;\">\u0111\u1ec3 l\u00e0m t\u00e0i li\u1ec7u h\u01b0\u1edbng d\u1eabn cho ngh\u1ec7 s\u0129, nh\u00e0 nghi\u00ean c\u1ee9u v\u00e0 k\u1ef9 s\u01b0. T\u00e0i li\u1ec7u n\u00e0y c\u00f3 s\u1eb5n tr\u00ean trang t\u00e0i nguy\u00ean FACS c\u1ee7a t\u00f4i, <\/span><b><i>\u0110\u1ed1i m\u1eb7t v\u1edbi FACS<\/i><\/b><span style=\"font-weight: 300;\">T\u00f4i c\u0169ng s\u1eb5n s\u00e0ng t\u01b0 v\u1ea5n.<\/span><\/p><p><a href=\"https:\/\/melindaozel.com\/facs-cheat-sheet\/\" target=\"_blank\" rel=\"noopener\"><b>melindaozel.com\/facs-cheat-sheet\/<\/b><\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Ch\u00fang ta d\u01b0\u1eddng nh\u01b0 tin v\u00e0o quan \u0111i\u1ec3m ph\u1ed5 bi\u1ebfn r\u1eb1ng m\u00e1y m\u00f3c \u00edt thi\u00ean v\u1ecb h\u01a1n con ng\u01b0\u1eddi; tuy nhi\u00ean, n\u1ebfu b\u1ea1n hi\u1ec3u c\u00e1ch m\u00e1y m\u00f3c \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n \u0111\u1ec3 \u0111\u1ecdc v\u00e0 t\u1eadp trung v\u00e0o c\u00e1c kh\u00eda c\u1ea1nh kh\u00e1c nhau c\u1ee7a d\u1eef li\u1ec7u, b\u1ea1n s\u1ebd bi\u1ebft: \u0110i\u1ec1u \u0111\u00f3 kh\u00f4ng \u0111\u01a1n gi\u1ea3n nh\u01b0 v\u1eady.<\/p>","protected":false},"author":60486633,"featured_media":3610,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[676756913,676756994,676757020,676757042,676757021,676757036,676757039,676756997,676757037,676756991,676756915,676756914,676757008,676757022,676757023,676757038,676757024,676756993,676757043,676756992],"tags":[],"class_list":["post-3601","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-action-units","category-ar-vr","category-au1","category-au10","category-au2","category-au6","category-au7","category-behavior","category-cheek-raiser","category-anatomy","category-facial-expressions","category-muscles","category-free","category-frontalis","category-inner-brow-raiser","category-lid-tightener","category-outer-brow-raiser","category-tech","category-upper-lip-raiser","category-wrinkles","generate-columns","tablet-grid-50","mobile-grid-100","grid-parent","grid-50"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Bias In Emotion Tracking - Face the FACS | Facial Expressions in Animation, AI, &amp; Behavior<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/melindaozel.com\/vi\/bias-in-emotion-tracking\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Bias In Emotion Tracking\" \/>\n<meta property=\"og:description\" content=\"We seem to subscribe to the popular oversimplification that machines are less biased than humans; however, if you are familiar with the ways in which machines are trained to read and focus on different aspects of data, you will know: It&#039;s just not that simple.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/melindaozel.com\/vi\/bias-in-emotion-tracking\/\" \/>\n<meta property=\"og:site_name\" content=\"Face the FACS | Facial Expressions in Animation, AI, &amp; Behavior\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/facebook.com\/facetheFACS\/\" \/>\n<meta property=\"article:author\" content=\"https:\/\/facebook.com\/facetheFACS\/\" \/>\n<meta property=\"article:published_time\" content=\"2020-10-18T16:12:40+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-02-21T04:34:06+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/melindaozel.com\/wp-content\/uploads\/2020\/10\/Screen-Shot-2020-10-24-at-2.00.37-PM.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1686\" \/>\n\t<meta property=\"og:image:height\" content=\"976\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Melinda Ozel\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@melindaozel\" \/>\n<meta name=\"twitter:site\" content=\"@melindaozel\" \/>\n<meta name=\"twitter:label1\" content=\"\u0110\u01b0\u1ee3c vi\u1ebft b\u1edfi\" \/>\n\t<meta name=\"twitter:data1\" content=\"Melinda Ozel\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc\" \/>\n\t<meta name=\"twitter:data2\" content=\"12 ph\u00fat\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/melindaozel.com\\\/bias-in-emotion-tracking\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/melindaozel.com\\\/bias-in-emotion-tracking\\\/\"},\"author\":{\"name\":\"Melinda Ozel\",\"@id\":\"https:\\\/\\\/melindaozel.com\\\/zh\\\/#\\\/schema\\\/person\\\/81c6262e1bfca3c71960db5aee204e3f\"},\"headline\":\"Bias In Emotion Tracking\",\"datePublished\":\"2020-10-18T16:12:40+00:00\",\"dateModified\":\"2025-02-21T04:34:06+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/melindaozel.com\\\/bias-in-emotion-tracking\\\/\"},\"wordCount\":2400,\"publisher\":{\"@id\":\"https:\\\/\\\/melindaozel.com\\\/zh\\\/#\\\/schema\\\/person\\\/81c6262e1bfca3c71960db5aee204e3f\"},\"image\":{\"@id\":\"https:\\\/\\\/melindaozel.com\\\/bias-in-emotion-tracking\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/melindaozel.com\\\/wp-content\\\/uploads\\\/2020\\\/10\\\/Screen-Shot-2020-10-24-at-2.00.37-PM.png?fit=1686%2C976&ssl=1\",\"articleSection\":[\"action units (FACS AUs)\",\"AR\\\/VR\",\"AU1\",\"AU10\",\"AU2\",\"AU6\",\"AU7\",\"behavior\",\"cheek raiser\",\"facial anatomy\",\"facial expressions\",\"facial muscles\",\"free content\",\"frontalis\",\"inner brow raiser\",\"lid tightener\",\"outer brow raiser\",\"tech\",\"upper lip raiser\",\"wrinkles\"],\"inLanguage\":\"vi\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/melindaozel.com\\\/bias-in-emotion-tracking\\\/\",\"url\":\"https:\\\/\\\/melindaozel.com\\\/bias-in-emotion-tracking\\\/\",\"name\":\"Bias In Emotion Tracking - Face the FACS | Facial Expressions in Animation, AI, &amp; Behavior\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/melindaozel.com\\\/zh\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/melindaozel.com\\\/bias-in-emotion-tracking\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/melindaozel.com\\\/bias-in-emotion-tracking\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/melindaozel.com\\\/wp-content\\\/uploads\\\/2020\\\/10\\\/Screen-Shot-2020-10-24-at-2.00.37-PM.png?fit=1686%2C976&ssl=1\",\"datePublished\":\"2020-10-18T16:12:40+00:00\",\"dateModified\":\"2025-02-21T04:34:06+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/melindaozel.com\\\/bias-in-emotion-tracking\\\/#breadcrumb\"},\"inLanguage\":\"vi\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/melindaozel.com\\\/bias-in-emotion-tracking\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"vi\",\"@id\":\"https:\\\/\\\/melindaozel.com\\\/bias-in-emotion-tracking\\\/#primaryimage\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/melindaozel.com\\\/wp-content\\\/uploads\\\/2020\\\/10\\\/Screen-Shot-2020-10-24-at-2.00.37-PM.png?fit=1686%2C976&ssl=1\",\"contentUrl\":\"https:\\\/\\\/i0.wp.com\\\/melindaozel.com\\\/wp-content\\\/uploads\\\/2020\\\/10\\\/Screen-Shot-2020-10-24-at-2.00.37-PM.png?fit=1686%2C976&ssl=1\",\"width\":1686,\"height\":976,\"caption\":\"AU23 - lip tightener - Facial Action Coding System - FACS\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/melindaozel.com\\\/bias-in-emotion-tracking\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/melindaozel.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Bias In Emotion Tracking\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/melindaozel.com\\\/zh\\\/#website\",\"url\":\"https:\\\/\\\/melindaozel.com\\\/zh\\\/\",\"name\":\"Face the FACS\",\"description\":\"Facial Expressions in Art, Science, &amp; Technology\",\"publisher\":{\"@id\":\"https:\\\/\\\/melindaozel.com\\\/zh\\\/#\\\/schema\\\/person\\\/81c6262e1bfca3c71960db5aee204e3f\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/melindaozel.com\\\/zh\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"vi\"},{\"@type\":[\"Person\",\"Organization\"],\"@id\":\"https:\\\/\\\/melindaozel.com\\\/zh\\\/#\\\/schema\\\/person\\\/81c6262e1bfca3c71960db5aee204e3f\",\"name\":\"Melinda Ozel\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"vi\",\"@id\":\"https:\\\/\\\/i0.wp.com\\\/melindaozel.com\\\/wp-content\\\/uploads\\\/2025\\\/02\\\/face-the-FACS-eye-mouth-logo-pixel.webp?fit=225%2C225&ssl=1\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/melindaozel.com\\\/wp-content\\\/uploads\\\/2025\\\/02\\\/face-the-FACS-eye-mouth-logo-pixel.webp?fit=225%2C225&ssl=1\",\"contentUrl\":\"https:\\\/\\\/i0.wp.com\\\/melindaozel.com\\\/wp-content\\\/uploads\\\/2025\\\/02\\\/face-the-FACS-eye-mouth-logo-pixel.webp?fit=225%2C225&ssl=1\",\"width\":225,\"height\":225,\"caption\":\"Melinda Ozel\"},\"logo\":{\"@id\":\"https:\\\/\\\/i0.wp.com\\\/melindaozel.com\\\/wp-content\\\/uploads\\\/2025\\\/02\\\/face-the-FACS-eye-mouth-logo-pixel.webp?fit=225%2C225&ssl=1\"},\"sameAs\":[\"https:\\\/\\\/melindaozel.com\",\"https:\\\/\\\/facebook.com\\\/facetheFACS\\\/\",\"https:\\\/\\\/instagram.com\\\/manicexpression\",\"https:\\\/\\\/linkedin.com\\\/in\\\/melindaozel\",\"https:\\\/\\\/pinterest.com\\\/melindaozel\\\/\",\"https:\\\/\\\/x.com\\\/melindaozel\",\"https:\\\/\\\/youtube.com\\\/@facetheFACS\"],\"knowsAbout\":[\"Facial Action Coding System (FACS)\",\"Facial Expression Tracking\",\"Facial Anatomy\",\"Facial Animation\",\"Digital Humans\",\"Audio-to-Expression\",\"Audio-to-Face\",\"Visemes\",\"Lipsync\"],\"jobTitle\":\"Facial Systems Expert, Expression Scientist\",\"url\":\"https:\\\/\\\/melindaozel.com\\\/vi\\\/author\\\/melindaozel\\\/\",\"numberOfEmployees\":{\"@type\":\"QuantitativeValue\",\"minValue\":\"1\",\"maxValue\":\"10\"}}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"S\u1ef1 thi\u00ean v\u1ecb trong theo d\u00f5i c\u1ea3m x\u00fac - \u0110\u1ed1i m\u1eb7t v\u1edbi FACS | Bi\u1ec3u c\u1ea3m khu\u00f4n m\u1eb7t trong ho\u1ea1t h\u00ecnh, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 h\u00e0nh vi","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/melindaozel.com\/vi\/bias-in-emotion-tracking\/","og_locale":"vi_VN","og_type":"article","og_title":"Bias In Emotion Tracking","og_description":"We seem to subscribe to the popular oversimplification that machines are less biased than humans; however, if you are familiar with the ways in which machines are trained to read and focus on different aspects of data, you will know: It's just not that simple.","og_url":"https:\/\/melindaozel.com\/vi\/bias-in-emotion-tracking\/","og_site_name":"Face the FACS | Facial Expressions in Animation, AI, &amp; Behavior","article_publisher":"https:\/\/facebook.com\/facetheFACS\/","article_author":"https:\/\/facebook.com\/facetheFACS\/","article_published_time":"2020-10-18T16:12:40+00:00","article_modified_time":"2025-02-21T04:34:06+00:00","og_image":[{"width":1686,"height":976,"url":"https:\/\/melindaozel.com\/wp-content\/uploads\/2020\/10\/Screen-Shot-2020-10-24-at-2.00.37-PM.png","type":"image\/png"}],"author":"Melinda Ozel","twitter_card":"summary_large_image","twitter_creator":"@melindaozel","twitter_site":"@melindaozel","twitter_misc":{"\u0110\u01b0\u1ee3c vi\u1ebft b\u1edfi":"Melinda Ozel","\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc":"12 ph\u00fat"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/melindaozel.com\/bias-in-emotion-tracking\/#article","isPartOf":{"@id":"https:\/\/melindaozel.com\/bias-in-emotion-tracking\/"},"author":{"name":"Melinda Ozel","@id":"https:\/\/melindaozel.com\/zh\/#\/schema\/person\/81c6262e1bfca3c71960db5aee204e3f"},"headline":"Bias In Emotion Tracking","datePublished":"2020-10-18T16:12:40+00:00","dateModified":"2025-02-21T04:34:06+00:00","mainEntityOfPage":{"@id":"https:\/\/melindaozel.com\/bias-in-emotion-tracking\/"},"wordCount":2400,"publisher":{"@id":"https:\/\/melindaozel.com\/zh\/#\/schema\/person\/81c6262e1bfca3c71960db5aee204e3f"},"image":{"@id":"https:\/\/melindaozel.com\/bias-in-emotion-tracking\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/Screen-Shot-2020-10-24-at-2.00.37-PM.png?fit=1686%2C976&ssl=1","articleSection":["action units (FACS AUs)","AR\/VR","AU1","AU10","AU2","AU6","AU7","behavior","cheek raiser","facial anatomy","facial expressions","facial muscles","free content","frontalis","inner brow raiser","lid tightener","outer brow raiser","tech","upper lip raiser","wrinkles"],"inLanguage":"vi"},{"@type":"WebPage","@id":"https:\/\/melindaozel.com\/bias-in-emotion-tracking\/","url":"https:\/\/melindaozel.com\/bias-in-emotion-tracking\/","name":"S\u1ef1 thi\u00ean v\u1ecb trong theo d\u00f5i c\u1ea3m x\u00fac - \u0110\u1ed1i m\u1eb7t v\u1edbi FACS | Bi\u1ec3u c\u1ea3m khu\u00f4n m\u1eb7t trong ho\u1ea1t h\u00ecnh, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 h\u00e0nh vi","isPartOf":{"@id":"https:\/\/melindaozel.com\/zh\/#website"},"primaryImageOfPage":{"@id":"https:\/\/melindaozel.com\/bias-in-emotion-tracking\/#primaryimage"},"image":{"@id":"https:\/\/melindaozel.com\/bias-in-emotion-tracking\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/Screen-Shot-2020-10-24-at-2.00.37-PM.png?fit=1686%2C976&ssl=1","datePublished":"2020-10-18T16:12:40+00:00","dateModified":"2025-02-21T04:34:06+00:00","breadcrumb":{"@id":"https:\/\/melindaozel.com\/bias-in-emotion-tracking\/#breadcrumb"},"inLanguage":"vi","potentialAction":[{"@type":"ReadAction","target":["https:\/\/melindaozel.com\/bias-in-emotion-tracking\/"]}]},{"@type":"ImageObject","inLanguage":"vi","@id":"https:\/\/melindaozel.com\/bias-in-emotion-tracking\/#primaryimage","url":"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/Screen-Shot-2020-10-24-at-2.00.37-PM.png?fit=1686%2C976&ssl=1","contentUrl":"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/Screen-Shot-2020-10-24-at-2.00.37-PM.png?fit=1686%2C976&ssl=1","width":1686,"height":976,"caption":"AU23 - lip tightener - Facial Action Coding System - FACS"},{"@type":"BreadcrumbList","@id":"https:\/\/melindaozel.com\/bias-in-emotion-tracking\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/melindaozel.com\/"},{"@type":"ListItem","position":2,"name":"Bias In Emotion Tracking"}]},{"@type":"WebSite","@id":"https:\/\/melindaozel.com\/zh\/#website","url":"https:\/\/melindaozel.com\/zh\/","name":"\u0110\u1ed1i m\u1eb7t v\u1edbi FACS","description":"Bi\u1ec3u c\u1ea3m khu\u00f4n m\u1eb7t trong Ngh\u1ec7 thu\u1eadt, Khoa h\u1ecdc v\u00e0 C\u00f4ng ngh\u1ec7","publisher":{"@id":"https:\/\/melindaozel.com\/zh\/#\/schema\/person\/81c6262e1bfca3c71960db5aee204e3f"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/melindaozel.com\/zh\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"vi"},{"@type":["Person","Organization"],"@id":"https:\/\/melindaozel.com\/zh\/#\/schema\/person\/81c6262e1bfca3c71960db5aee204e3f","name":"Melinda Ozel","image":{"@type":"ImageObject","inLanguage":"vi","@id":"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/02\/face-the-FACS-eye-mouth-logo-pixel.webp?fit=225%2C225&ssl=1","url":"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/02\/face-the-FACS-eye-mouth-logo-pixel.webp?fit=225%2C225&ssl=1","contentUrl":"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/02\/face-the-FACS-eye-mouth-logo-pixel.webp?fit=225%2C225&ssl=1","width":225,"height":225,"caption":"Melinda Ozel"},"logo":{"@id":"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/02\/face-the-FACS-eye-mouth-logo-pixel.webp?fit=225%2C225&ssl=1"},"sameAs":["https:\/\/melindaozel.com","https:\/\/facebook.com\/facetheFACS\/","https:\/\/instagram.com\/manicexpression","https:\/\/linkedin.com\/in\/melindaozel","https:\/\/pinterest.com\/melindaozel\/","https:\/\/x.com\/melindaozel","https:\/\/youtube.com\/@facetheFACS"],"knowsAbout":["Facial Action Coding System (FACS)","Facial Expression Tracking","Facial Anatomy","Facial Animation","Digital Humans","Audio-to-Expression","Audio-to-Face","Visemes","Lipsync"],"jobTitle":"Facial Systems Expert, Expression Scientist","url":"https:\/\/melindaozel.com\/vi\/author\/melindaozel\/","numberOfEmployees":{"@type":"QuantitativeValue","minValue":"1","maxValue":"10"}}]}},"jetpack_featured_media_url":"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/Screen-Shot-2020-10-24-at-2.00.37-PM.png?fit=1686%2C976&ssl=1","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/melindaozel.com\/vi\/wp-json\/wp\/v2\/posts\/3601","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/melindaozel.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/melindaozel.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/melindaozel.com\/vi\/wp-json\/wp\/v2\/users\/60486633"}],"replies":[{"embeddable":true,"href":"https:\/\/melindaozel.com\/vi\/wp-json\/wp\/v2\/comments?post=3601"}],"version-history":[{"count":61,"href":"https:\/\/melindaozel.com\/vi\/wp-json\/wp\/v2\/posts\/3601\/revisions"}],"predecessor-version":[{"id":11278,"href":"https:\/\/melindaozel.com\/vi\/wp-json\/wp\/v2\/posts\/3601\/revisions\/11278"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/melindaozel.com\/vi\/wp-json\/wp\/v2\/media\/3610"}],"wp:attachment":[{"href":"https:\/\/melindaozel.com\/vi\/wp-json\/wp\/v2\/media?parent=3601"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/melindaozel.com\/vi\/wp-json\/wp\/v2\/categories?post=3601"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/melindaozel.com\/vi\/wp-json\/wp\/v2\/tags?post=3601"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}