{"id":2097,"date":"2020-03-08T22:39:54","date_gmt":"2020-03-09T05:39:54","guid":{"rendered":"https:\/\/melindaozel.com\/?page_id=2097"},"modified":"2026-07-06T18:40:22","modified_gmt":"2026-07-06T22:40:22","slug":"posed-expression-capture-guide","status":"publish","type":"page","link":"https:\/\/melindaozel.com\/fi\/posed-expression-capture-guide\/","title":{"rendered":"Posed kasvojen ilmeen kaappaukset"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"2097\" class=\"elementor elementor-2097\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-356d8372 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"356d8372\" 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-5409b3ce\" data-id=\"5409b3ce\" 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-7c19feaa elementor-widget elementor-widget-text-editor\" data-id=\"7c19feaa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<figure id=\"attachment_10901\" aria-describedby=\"caption-attachment-10901\" style=\"width: 1014px\" class=\"wp-caption aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" data-recalc-dims=\"1\" class=\"wp-image-10901 size-large\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2024\/03\/facial-pose-capture-transitions.webp?resize=1024%2C354&#038;ssl=1\" alt=\"nainen tekee ilmeit\u00e4: onnellinen, outo hymy, surullinen suu, vino kasvot\" width=\"1024\" height=\"354\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2024\/03\/facial-pose-capture-transitions.webp?w=1864&amp;ssl=1 1864w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2024\/03\/facial-pose-capture-transitions.webp?resize=300%2C104&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2024\/03\/facial-pose-capture-transitions.webp?resize=1024%2C354&amp;ssl=1 1024w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2024\/03\/facial-pose-capture-transitions.webp?resize=768%2C265&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2024\/03\/facial-pose-capture-transitions.webp?resize=1536%2C531&amp;ssl=1 1536w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2024\/03\/facial-pose-capture-transitions.webp?resize=18%2C6&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2024\/03\/facial-pose-capture-transitions.webp?resize=1320%2C456&amp;ssl=1 1320w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption id=\"caption-attachment-10901\" class=\"wp-caption-text\">Kuvaesimerkkej\u00e4 kasvokuvausdatahankkeesta, jossa olin neuvonantajana.<\/figcaption><\/figure><p><span style=\"text-decoration: underline;\"><br \/>Miten lis\u00e4t\u00e4 poseeratun ilmaisun laatua:<\/span>\u00a0<em style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-size: var( --e-global-typography-text-font-size ); font-weight: var( --e-global-typography-text-font-weight ); background-color: var(--base-3);\">Asetettu lauseke ca<\/em><em style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-size: var( --e-global-typography-text-font-size ); font-weight: var( --e-global-typography-text-font-weight ); background-color: var(--base-3);\">pture-j\u00e4rjestelmist\u00e4 on tulossa yh\u00e4 suositumpia. Vaikka ne ovat olleet k\u00e4yt\u00f6ss\u00e4 taide- ja viihdeteollisuudessa jo jonkin aikaa, viime vuosina ne ovat saaneet jalansijaa my\u00f6s teknologiateollisuudessa. Toimialasta riippumatta haluttujen poseerausten hankkimiseen liittyy yleisi\u00e4 haasteita. <\/em><em style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-size: var( --e-global-typography-text-font-size ); font-weight: var( --e-global-typography-text-font-weight ); background-color: var(--base-3);\">Seuraavassa on opas, jonka avulla voidaan saavuttaa laadukkaampaa dataa koneoppimista varten tekniikan alalla ja edist\u00e4\u00e4 tarkempia referenssiposeerauksia taiteessa\/viihteess\u00e4, ja joka sis\u00e4lt\u00e4\u00e4 yleisimpi\u00e4 virheit\u00e4, joita kannattaa v\u00e4ltt\u00e4\u00e4, jotta saat parhaan mahdollisen hy\u00f6dyn irti datan osallistujasta, n\u00e4yttelij\u00e4st\u00e4 tai mallista.<\/em><\/p><p><strong><span style=\"text-decoration: underline;\">HUOMAUTUS<\/span>: <\/strong>T\u00e4st\u00e4 aiheesta on paljon k\u00e4sitelt\u00e4v\u00e4\u00e4. T\u00e4m\u00e4 on lyhennetty versio, jossa on vain ylempien kasvojen ilmaisuja. Olen k\u00e4ytett\u00e4viss\u00e4 konsultaatioihin (<strong>facetheFACS@melindaozel.com<\/strong>), jos haluat samat tiedot alempien kasvojen ja\/tai yhdistelm\u00e4ilmaisujen osalta.<\/p><hr \/><h2>Parhaat k\u00e4yt\u00e4nn\u00f6t poseerattujen ilmaisujen tallentamiseen vuonna <strong><em>Teknologia<\/em><\/strong><\/h2><hr \/><h3>Palkkauksessa ja suunnittelussa v\u00e4ltett\u00e4v\u00e4t virheet<\/h3><h4><span style=\"text-decoration: underline; color: #993300;\">HIRING<\/span><\/h4><p><em>Ker\u00e4ysryhm\u00e4n valinta vaikuttaa suuresti projektin laatuun. <\/em><em>Tekniikan alalla yleisi\u00e4 virheit\u00e4, joita tehd\u00e4\u00e4n tiedonhankkijoita palkattaessa, ovat muun muassa seuraavat:<\/em><\/p><p><strong>\u00c4L\u00c4 palkkaa ylip\u00e4tevi\u00e4 henkil\u00f6it\u00e4 ker\u00e4\u00e4m\u00e4\u00e4n tietojasi.<\/strong><strong> <strong style=\"color: var(--color-text);\">\u00a0<\/strong><\/strong><\/p><ul><li>Tiedonkeruu voi olla ty\u00f6l\u00e4st\u00e4 ja toistuvaa. Vaikka asiantuntemus on t\u00e4rke\u00e4\u00e4 tietostrategia-vaiheessa, se ei ole v\u00e4ltt\u00e4m\u00e4t\u00f6nt\u00e4 tiedonkeruuvaiheessa. Ylip\u00e4tevien henkil\u00f6iden palkkaaminen tietojen ker\u00e4\u00e4miseen lis\u00e4\u00e4 todenn\u00e4k\u00f6isyytt\u00e4, ett\u00e4 ty\u00f6ntekij\u00e4si v\u00e4syv\u00e4t liian v\u00e4h\u00e4n stimuloiviin teht\u00e4viin ja urasi pys\u00e4htyy. Tylsistyminen ja pys\u00e4htyneisyys v\u00e4hent\u00e4v\u00e4t yksil\u00f6iden motivaatiota pysy\u00e4 tiimiss\u00e4si - ellei sinulla ole selke\u00e4\u00e4 etenemismahdollisuutta. V\u00e4hemm\u00e4n kokemusta omaavien henkil\u00f6iden palkkaaminen lis\u00e4\u00e4 mahdollisuuksia pit\u00e4\u00e4 tiimisi j\u00e4seni\u00e4. Se tarjoaa my\u00f6s kokemattomille ty\u00f6ntekij\u00f6ille urakehitysmahdollisuuksia sen sijaan, ett\u00e4 tukahduttavia urakoitsijapohjaisia rakenteita yll\u00e4pidett\u00e4isiin.<\/li><li>Yksi pahimmista asioista, joita tiedonkeruuprojektissa voi olla, on suuri vaihtuvuus. Haluat, ett\u00e4 tiimisi tuntee talotyylisen keruuprosessin yksityiskohdat. Hyvin perehtynyt tiimi, joka ymm\u00e4rt\u00e4\u00e4 j\u00e4rjestelm\u00e4\u00e4si liittyv\u00e4t ongelmat ja hakkeroinnit, tuottaa tarkempia tietoja ja v\u00e4hent\u00e4\u00e4 vianm\u00e4\u00e4ritykseen k\u00e4ytetty\u00e4 aikaa.<\/li><\/ul><p><strong style=\"color: var(--color-text);\"><strong style=\"color: var(--color-text);\">\u00a0\u00c4L\u00c4 <\/strong><\/strong><strong>Arvostaa kokemusta ihmistaitojen sijaan<\/strong><strong style=\"color: var(--color-text);\">\u00a0<\/strong><\/p><ul><li>Osallistujan saaminen tuntemaan olonsa mukavaksi on puolet taistelusta. Ihmiset eiv\u00e4t ole yht\u00e4 ilmeikk\u00e4it\u00e4 uusissa ja ep\u00e4luonnollisissa ymp\u00e4rist\u00f6iss\u00e4. Tiedonkeruuymp\u00e4rist\u00f6t ovat luonnostaan ep\u00e4luonnollisia, joten ep\u00e4mukava ymp\u00e4rist\u00f6 on korvattava intuitiivisella ja sympaattisella henkil\u00f6kunnalla. Asiakaspalvelutaustaisten tai tunne\u00e4lylt\u00e4\u00e4n vahvojen tiedonhankkijoiden palkkaaminen vie sinua paljon pidemm\u00e4lle kuin teknisen kokemuksen omaavien henkil\u00f6iden palkkaaminen.<\/li><\/ul><h4><span style=\"text-decoration: underline; color: #993300;\">SUUNNITTELU<\/span><\/h4><p><em>Tallennettavat ilmaisutiedot vaihtelevat k\u00e4ytt\u00f6tilanteen ja resurssien saatavuuden mukaan. Yleisi\u00e4 virheit\u00e4 suunnittelussa ovat mm:<\/em><\/p><p><strong>\u00a0V\u00e4lt\u00e4 puutteellisia oppaita ja ep\u00e4tarkkoja kuvamateriaaleja.\u00a0<\/strong><\/p><ul><li>Koska ilmaisun vivahteita ei tunneta, useimmissa poseerausoppaissa on joko virheellisi\u00e4 kuvauksia tai ep\u00e4tarkkoja visuaalisia esimerkkej\u00e4. Ongelman v\u00e4hent\u00e4miseksi on t\u00e4rke\u00e4\u00e4 kuulla asiantuntijoita tai varata aikaa\/koulutusmateriaalia (kuten Facial Action Coding System Manual) tiimisi nimetyille j\u00e4senille.<\/li><\/ul><p><b>A<\/b><strong style=\"color: var(--color-text);\">mit\u00e4t\u00f6i tarpeettomat tai ep\u00e4olennaiset asennot<\/strong><strong style=\"color: var(--color-text);\"><br \/><\/strong><\/p><ul><li><span style=\"color: var(--color-text);\">A common issue with expression capture is redundancy. While it is important to gather a diverse expression set with various poses\/pose combinations, it is crucial to not waste energy on unnecessary poses. Some facial actions combine intuitively; some do not. Some upper face expressions impact the look of the lower face, and some lower face expressions impact the look of the upper face. Some do not. If your team is mindful of these impacts, you will be able to reduce nonessential pose combinations.<br \/><\/span>&#8211; For example, <em style=\"font-size: 0.9375rem; color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight );\">l<\/em><em style=\"font-size: 0.9375rem; color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight );\">ip corner depressor<\/em><span style=\"font-size: 0.9375rem; color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight );\"> is a lower face action that has little to no impact on the upper face. There\u00a0is no immediate need to combine <\/span><em style=\"font-size: 0.9375rem; color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight );\">huulten kulman puristin<\/em><span style=\"font-size: 0.9375rem; color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight );\"> with upper face shapes &#8211; unless you need to capture a full sadness expression.<\/span><\/li><\/ul><p><strong>Avoid Le<\/strong><strong style=\"color: var(--color-text);\">aving Out Important Shape Combinations\u00a0<\/strong><\/p><ul><li><span style=\"color: var(--color-text);\">As mentioned above, some shapes combine intuitively and some don&#8217;t. <!--?php if(current_user_can('mepr-active','rules:2666')): ?-->\u00a0Being aware of how facial actions combine will allow you to create a diverse but streamlined set of expression poses. <\/span><span style=\"color: var(--color-text);\">Which poses you need will depend on your available resources and underlying product needs.<\/span><\/li><\/ul><p><strong>Avoid U<\/strong><strong style=\"color: var(--color-text);\">nstandardized Nomenclature\u00a0<\/strong><\/p><ul><li><span style=\"color: var(--color-text);\">Standardized terminology for each base expression already exists. Using standardized terminology will reduce miscommunication. Do not name your own poses unless you need poses that do not already have standardized names.<br \/><\/span><span style=\"color: var(--color-text);\">&#8211; An example of miscommunication caused by ambiguity of unstandardized terminology is the the word &#8220;frown.&#8221; Depending on your country of origin, the term &#8220;frown&#8221; can refer to either <\/span><em style=\"color: var(--color-text);\">otsanlaskija<\/em><span style=\"color: var(--color-text);\"> tai <\/span><em style=\"color: var(--color-text);\">huulten kulman puristin<\/em><span style=\"color: var(--color-text);\">. In North America, &#8220;frown&#8221; refers to <\/span><em style=\"color: var(--color-text);\">huulten kulman puristin<\/em><span style=\"color: var(--color-text);\"> &#8211; hence the phrase, &#8220;Turn your frown upside down.&#8221; Such a saying would make no sense outside North America, as the rest of the world uses &#8220;frown&#8221; to indicate <\/span><em style=\"color: var(--color-text);\">brow lowere<\/em><span style=\"color: var(--color-text);\">r.<\/span><\/li><li><span style=\"color: var(--color-text);\">The best current naming system is the Facial Action Coding System. FACS is widely used and features clearly defined terms with detailed requirements.<\/span><\/li><li><span style=\"color: var(--color-text);\">If you require poses that do not have official names, it is crucial to document your working definitions.<\/span><\/li><\/ul><p><strong><span style=\"color: var(--color-text);\">\u00a0Avoid <\/span>Failing to Encourage Cross-functional Communication\u00a0<\/strong><\/p><ul><li><span style=\"color: var(--color-text);\">Data acquisition teams, data annotation teams, engineering, research, and product management must stay in open communication. Data needs and quality are affected at all levels of productization. It is imperative to foster cross-functional communication between all roles to highlight different perspectives and insights.<\/span><\/li><\/ul><hr \/><h2>\u00a0<\/h2><h2>Parhaat k\u00e4yt\u00e4nn\u00f6t poseerattujen ilmaisujen tallentamiseen vuonna <span style=\"text-decoration: underline;\">Both<\/span> <em><strong>Teknologia <\/strong><\/em>ja <strong><em>Art\/Entertainment<\/em><\/strong><\/h2><hr \/><h3>\u00a0<\/h3><h3>Mistakes to Avoid During Capture<\/h3><p><strong style=\"color: var(--color-text);\">\u00a0DON&#8217;T Disclose Difficulty\u00a0<\/strong><\/p><ul><li>Many poses are challenging for people to hit. Do not tell your participant or actor when a pose is difficult until they have already attempted and failed. Each individual will struggle with different poses. Preemptively disclosing difficulty will bias your participant and\/or cause them to overthink something that may have otherwise come naturally to them.<\/li><\/ul><p><strong style=\"color: var(--color-text);\">\u00a0DON&#8217;t Make Participant Sustain Poses\u00a0<\/strong><\/p><ul><li>Certain facial muscles are not designed to be held for long periods of time. Some data processes require participants to hold poses for as long as three to five seconds.\u00a0 Such long duration will cause your model to experience expression fatigue. Expression fatigue greatly increases likelihood of co-activating unwanted facial muscles.<\/li><\/ul><p><strong style=\"color: var(--color-text);\">\u00a0DON&#8217;T Force Participant to Pose Expressions They Cannot\u00a0<\/strong><\/p><ul><li>As mentioned above, challenges in hitting poses will differ across individuals. Some individuals will never be able to achieve certain poses. This inability may be the result of an individual&#8217;s lack of muscle control, but it can also be a <a href=\"https:\/\/melindaozel.com\/frontalis-variation\/\" target=\"_blank\" rel=\"noopener\">product of anatomical diversity<\/a>.<\/li><li>Anatomical diversity in facial muscles is an under-discussed and under-researched topic. Various cadaver studies have identified significant morphological differences in our facial muscle makeup. In some studies, for example, as much as 40% of cadavers examined were missing the risorius muscle. Risorius is the muscle behind <em>lip stretcher,<\/em> a common target for basic pose shapes as well as emotion prototypes. Failing to consider morphological diversity will not only waste your time and your participant&#8217;s time &#8211; but it will cause unnecessary stress for the participant and acquisitionist.<\/li><\/ul><hr \/><h2>Challenges in Expression Posing in <span style=\"text-decoration: underline;\">Both<\/span> <em><strong>Teknologia <\/strong><\/em>ja <strong><em>Art\/Entertainment<\/em><\/strong><\/h2><hr \/><h3>Upper Face<\/h3><p><strong><span style=\"text-decoration: underline;\">AU 1 &#8211; <em>sis\u00e4inen otsan kohottaja<\/em><\/span><\/strong><\/p><p><img decoding=\"async\" data-recalc-dims=\"1\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/02\/1GIF-copy.gif?resize=230%2C146&#038;ssl=1\" alt=\"AU1 GIF\" width=\"230\" height=\"146\" \/><\/p><ul><li>Many people struggle to activate inner brow raiser without employing <em>otsanlaskija<\/em>. If you have the luxury of time to train your participant to isolate their brow movements &#8211; great! However, it may be best to move on if they cannot hit it in the first few tries.<\/li><li>Another thing to note is that many people do not have the characterized inner brow raiser style shown in expression prototypes. When many people perform inner brow raiser, the medial portion of their forehead is wide and not as centrally isolated.<\/li><\/ul><p><strong><span style=\"text-decoration: underline;\">AU 6 &#8211; <em>posken kohottaja<\/em><\/span><\/strong><\/p><p><img decoding=\"async\" data-recalc-dims=\"1\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/02\/6site.gif?resize=239%2C138&#038;ssl=1\" alt=\"AU6 - posken kohottaja\" width=\"239\" height=\"138\" \/><\/p><ul><li><em>Poskien kohottaja<\/em> is often contaminated with <em>kannen kiristin<\/em> and vice versa. However, one hack to get participants to at least locate their <em>posken kohottaja<\/em> is to ask them to wink. Have them alternate winking on each side of their face while asking them to feel the movement in their cheeks. Though this trick should help create the feel for the muscle, it will not guarantee omission of <em>kannen kiristin<\/em>.<\/li><li><em>Poskien kohottaja<\/em> is also mistakenly replaced by or combined with<em> huulten kulmavetolaite<\/em> (mouth &#8220;smile&#8221;). While it may not be possible to separate <em>posken kohottaja<\/em> osoitteesta <em>kannen kiristin<\/em> in most participants, it is imperative to spend extra time to ensure participant is not co-activating<em> huulten kulmavetolaite<\/em>. <em>Huulten kulmavetolaite<\/em> affects the shape of the cheeks too much and will drown out the features from <em>posken kohottaja.<\/em><\/li><\/ul><p><strong><span style=\"text-decoration: underline;\">AU 7 &#8211; <em>kannen kiristin<\/em><\/span><\/strong><\/p><p><img loading=\"lazy\" decoding=\"async\" data-recalc-dims=\"1\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/02\/7site.gif?resize=241%2C135&#038;ssl=1\" alt=\"AU7 - kannen kiristin\" width=\"241\" height=\"135\" \/><\/p><ul><li>As mentioned above, people often co-activate <em>kannen kiristin<\/em> kanssa <em>posken kohottaja. <\/em>As you increase the strength of <em>kannen kiristin<\/em>, the probability that your participant will activate <em>posken kohottaja<\/em> increases dramatically. One way to mitigate this co-activation is to opt for a lower intensity <em style=\"color: var(--color-text);\">kannen kiristin<\/em><span style=\"color: var(--color-text);\"> pose.\u00a0<\/span><\/li><\/ul><p><strong><span style=\"text-decoration: underline;\">AU 9 &#8211; <em>nose wrinkler**<\/em><\/span><\/strong><\/p><p><img loading=\"lazy\" decoding=\"async\" data-recalc-dims=\"1\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/02\/9site.gif?resize=247%2C210&#038;ssl=1\" alt=\"9site\" width=\"247\" height=\"210\" \/><\/p><p><span style=\"color: #808080;\">**While <em>nen\u00e4 ryppyinen<\/em> is technically considered a lower face action, it significantly impacts all areas of the face, including the eyes and eyebrows.<\/span><\/p><ul><li>The most common issues associated with <em>nen\u00e4 ryppyinen<\/em> will appear in different parts of the face. Sometimes an individual can completely fail to employ <em>nen\u00e4 ryppyinen<\/em> and instead activate <em>otsanlaskija<\/em> tai<em> huulen kohottaja<\/em>.<\/li><li>Getting rid of this problem can be as simple as asking your participant to lightly touch the bridge of their nose. This trick helps bring attention to the target area.<\/li><li>If the nose bridge trick does not work, have your data acquisitionist give more thorough instructions to differentiate <em>otsanlaskija<\/em> ja <em>huulen kohottaja<\/em> osoitteesta <em>nose wrinkler.\u00a0<\/em><\/li><\/ul><h3>Lower Face<\/h3><p>The lower face is much more complicated than the upper face. Please contact me (<span style=\"text-decoration: underline;\"><strong>facetheFACS@melindaozel.com<\/strong><\/span>) for consultation on how to get the best out of posed lower face expressions.<\/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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c0dce95 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c0dce95\" 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-566fb2d\" data-id=\"566fb2d\" 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-096fa88 elementor-widget elementor-widget-heading\" data-id=\"096fa88\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Tutki lis\u00e4\u00e4 sis\u00e4lt\u00f6\u00e4<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d169af3 elementor-grid-3 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-widget elementor-widget-posts\" data-id=\"d169af3\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;classic_columns&quot;:&quot;3&quot;,&quot;classic_columns_tablet&quot;:&quot;2&quot;,&quot;classic_columns_mobile&quot;:&quot;1&quot;,&quot;classic_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:35,&quot;sizes&quot;:[]},&quot;classic_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;classic_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.classic\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-classic elementor-grid\" role=\"list\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-12745 post type-post status-publish format-standard has-post-thumbnail hentry category-animation category-art category-anatomy category-facial-expressions category-muscles category-free generate-columns tablet-grid-50 mobile-grid-100 grid-parent grid-50\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/melindaozel.com\/fi\/free-downloadable-facial-anatomy-books\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/07\/free-downloadable-vintage-facial-anatomy-textbooks-1.webp?fit=300%2C169&amp;ssl=1\" class=\"attachment-medium size-medium wp-image-12757\" alt=\"luettelo ladattavista kasvojen anatomiaa k\u00e4sittelevist\u00e4 kirjoista\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/07\/free-downloadable-vintage-facial-anatomy-textbooks-1.webp?w=2560&amp;ssl=1 2560w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/07\/free-downloadable-vintage-facial-anatomy-textbooks-1.webp?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/07\/free-downloadable-vintage-facial-anatomy-textbooks-1.webp?resize=1024%2C576&amp;ssl=1 1024w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/07\/free-downloadable-vintage-facial-anatomy-textbooks-1.webp?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/07\/free-downloadable-vintage-facial-anatomy-textbooks-1.webp?resize=1536%2C864&amp;ssl=1 1536w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/07\/free-downloadable-vintage-facial-anatomy-textbooks-1.webp?resize=2048%2C1152&amp;ssl=1 2048w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/07\/free-downloadable-vintage-facial-anatomy-textbooks-1.webp?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/07\/free-downloadable-vintage-facial-anatomy-textbooks-1.webp?resize=1320%2C743&amp;ssl=1 1320w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/07\/free-downloadable-vintage-facial-anatomy-textbooks-1.webp?w=2400&amp;ssl=1 2400w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/melindaozel.com\/fi\/free-downloadable-facial-anatomy-books\/\" >\n\t\t\t\tIlmaiset ja ladattavat vintage kasvojen anatomia kirjat\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/melindaozel.com\/fi\/free-downloadable-facial-anatomy-books\/\" aria-label=\"Lue lis\u00e4\u00e4 ilmaisista ja ladattavista vintage-kasvojen anatomian kirjoista\" tabindex=\"-1\" >\n\t\t\tLue lis\u00e4\u00e4 \"\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-11684 post type-post status-publish format-standard has-post-thumbnail hentry category-action-units category-facial-expressions category-free tag-facial-action-coding-system-facs generate-columns tablet-grid-50 mobile-grid-100 grid-parent grid-50\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/melindaozel.com\/fi\/reasons-the-facs-manual-is-not-for-you\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/03\/FACS-Manual-350.webp?fit=300%2C169&amp;ssl=1\" class=\"attachment-medium size-medium wp-image-12052\" alt=\"keltainen tausta, jossa Paul Ekman FACS-k\u00e4sikirjan kannen vieress\u00e4.\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/03\/FACS-Manual-350.webp?w=1600&amp;ssl=1 1600w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/03\/FACS-Manual-350.webp?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/03\/FACS-Manual-350.webp?resize=1024%2C576&amp;ssl=1 1024w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/03\/FACS-Manual-350.webp?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/03\/FACS-Manual-350.webp?resize=1536%2C864&amp;ssl=1 1536w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/03\/FACS-Manual-350.webp?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/03\/FACS-Manual-350.webp?resize=1200%2C675&amp;ssl=1 1200w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/03\/FACS-Manual-350.webp?resize=1320%2C743&amp;ssl=1 1320w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/melindaozel.com\/fi\/reasons-the-facs-manual-is-not-for-you\/\" >\n\t\t\t\t8 merkki\u00e4 siit\u00e4, ett\u00e4 FACS-k\u00e4sikirja ei ole sinua varten\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/melindaozel.com\/fi\/reasons-the-facs-manual-is-not-for-you\/\" aria-label=\"Lue lis\u00e4\u00e4 8 merkki\u00e4 siit\u00e4, ett\u00e4 FACS-k\u00e4sikirja ei sovi sinulle\" tabindex=\"-1\" >\n\t\t\tLue lis\u00e4\u00e4 \"\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-11861 post type-post status-publish format-standard has-post-thumbnail hentry category-facial-expressions category-free category-speech tag-visemes generate-columns tablet-grid-50 mobile-grid-100 grid-parent grid-50\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/melindaozel.com\/fi\/viseme-variability-gritted-teeth-muted-speech\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"106\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/03\/Gemmas-muted-speech-Severance-phonemes-and-visemes.webp?fit=300%2C106&amp;ssl=1\" class=\"attachment-medium size-medium wp-image-11891\" alt=\"sekvenssi, jossa nainen (Gemma Severance-elokuvasta) puhuu foneemeja ja huultensa muodot.\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/03\/Gemmas-muted-speech-Severance-phonemes-and-visemes.webp?w=2280&amp;ssl=1 2280w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/03\/Gemmas-muted-speech-Severance-phonemes-and-visemes.webp?resize=300%2C106&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/03\/Gemmas-muted-speech-Severance-phonemes-and-visemes.webp?resize=1024%2C363&amp;ssl=1 1024w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/03\/Gemmas-muted-speech-Severance-phonemes-and-visemes.webp?resize=768%2C272&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/03\/Gemmas-muted-speech-Severance-phonemes-and-visemes.webp?resize=1536%2C544&amp;ssl=1 1536w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/03\/Gemmas-muted-speech-Severance-phonemes-and-visemes.webp?resize=2048%2C726&amp;ssl=1 2048w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/03\/Gemmas-muted-speech-Severance-phonemes-and-visemes.webp?resize=18%2C6&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/03\/Gemmas-muted-speech-Severance-phonemes-and-visemes.webp?resize=1320%2C468&amp;ssl=1 1320w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/melindaozel.com\/fi\/viseme-variability-gritted-teeth-muted-speech\/\" >\n\t\t\t\tVisemien vaihtelevuus: Hampaiden kirist\u00e4minen ja mykistetty puhe\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/melindaozel.com\/fi\/viseme-variability-gritted-teeth-muted-speech\/\" aria-label=\"Lue lis\u00e4\u00e4 Viseme-muuttujista: hampaiden kiristys ja vaimea puhe\" tabindex=\"-1\" >\n\t\t\tLue lis\u00e4\u00e4 \"\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-9738 post type-post status-publish format-standard has-post-thumbnail hentry category-animation category-art category-behavior category-facial-expressions category-free generate-columns tablet-grid-50 mobile-grid-100 grid-parent grid-50\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/melindaozel.com\/fi\/facial-blanching-blood-flow\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"249\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/01\/facial-blanching-on-lips-labels.png?fit=300%2C249&amp;ssl=1\" class=\"attachment-medium size-medium wp-image-10469\" alt=\"huulten kasvojen kalpeus - merkinn\u00e4t osoittavat, miss\u00e4 paikallinen kalpeus esiintyy.\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/01\/facial-blanching-on-lips-labels.png?w=2008&amp;ssl=1 2008w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/01\/facial-blanching-on-lips-labels.png?resize=300%2C249&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/01\/facial-blanching-on-lips-labels.png?resize=1024%2C851&amp;ssl=1 1024w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/01\/facial-blanching-on-lips-labels.png?resize=768%2C638&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/01\/facial-blanching-on-lips-labels.png?resize=1536%2C1276&amp;ssl=1 1536w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/01\/facial-blanching-on-lips-labels.png?resize=14%2C12&amp;ssl=1 14w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/01\/facial-blanching-on-lips-labels.png?resize=602%2C500&amp;ssl=1 602w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2025\/01\/facial-blanching-on-lips-labels.png?resize=1320%2C1096&amp;ssl=1 1320w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/melindaozel.com\/fi\/facial-blanching-blood-flow\/\" >\n\t\t\t\tKasvojen valkaisu ja verenvirtaus\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/melindaozel.com\/fi\/facial-blanching-blood-flow\/\" aria-label=\"Lue lis\u00e4\u00e4 kasvojen valkaisusta ja verenkierrosta\" tabindex=\"-1\" >\n\t\t\tLue lis\u00e4\u00e4 \"\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-9825 post type-post status-publish format-standard has-post-thumbnail hentry category-facial-expressions category-free category-tech generate-columns tablet-grid-50 mobile-grid-100 grid-parent grid-50\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/melindaozel.com\/fi\/facial-expressions-facial-data-capture\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"177\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2024\/03\/facial-capture-protocol-design-tips.png?fit=300%2C177&amp;ssl=1\" class=\"attachment-medium size-medium wp-image-9833\" alt=\"vinkkej\u00e4 kasvokuvausprotokollan suunnitteluun\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2024\/03\/facial-capture-protocol-design-tips.png?w=1864&amp;ssl=1 1864w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2024\/03\/facial-capture-protocol-design-tips.png?resize=300%2C177&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2024\/03\/facial-capture-protocol-design-tips.png?resize=1024%2C603&amp;ssl=1 1024w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2024\/03\/facial-capture-protocol-design-tips.png?resize=768%2C452&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2024\/03\/facial-capture-protocol-design-tips.png?resize=1536%2C905&amp;ssl=1 1536w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2024\/03\/facial-capture-protocol-design-tips.png?resize=18%2C12&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2024\/03\/facial-capture-protocol-design-tips.png?resize=849%2C500&amp;ssl=1 849w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2024\/03\/facial-capture-protocol-design-tips.png?resize=1320%2C778&amp;ssl=1 1320w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/melindaozel.com\/fi\/facial-expressions-facial-data-capture\/\" >\n\t\t\t\tKasvojen suorituskyky: Data Capture Protocols: 3 Essential Tips for Data Capture Protocols: 3 Essential Tips for Data Capture Protocols\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/melindaozel.com\/fi\/facial-expressions-facial-data-capture\/\" aria-label=\"Lue lis\u00e4\u00e4 kasvojen suorituskyvyst\u00e4: Data Capture Protocols: 3 Essential Tips for Data Capture Protocols (3 t\u00e4rke\u00e4\u00e4 vinkki\u00e4 tiedonkeruuprotokollia varten)\" tabindex=\"-1\" >\n\t\t\tLue lis\u00e4\u00e4 \"\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-9415 post type-post status-publish format-standard has-post-thumbnail hentry category-blend-shapes category-corrugator-supercilii category-anatomy category-facial-expressions category-muscles category-free generate-columns tablet-grid-50 mobile-grid-100 grid-parent grid-50\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/melindaozel.com\/fi\/squishy-faces-expressions\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"218\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2023\/07\/Facial-Volume-Changes-Facial-Expressions.png?fit=300%2C218&amp;ssl=1\" class=\"attachment-medium size-medium wp-image-9424\" alt=\"Kasvojen volyymin muutokset + kasvojen ilmeet Viite\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2023\/07\/Facial-Volume-Changes-Facial-Expressions.png?w=978&amp;ssl=1 978w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2023\/07\/Facial-Volume-Changes-Facial-Expressions.png?resize=300%2C218&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2023\/07\/Facial-Volume-Changes-Facial-Expressions.png?resize=768%2C559&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2023\/07\/Facial-Volume-Changes-Facial-Expressions.png?resize=16%2C12&amp;ssl=1 16w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2023\/07\/Facial-Volume-Changes-Facial-Expressions.png?resize=687%2C500&amp;ssl=1 687w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/melindaozel.com\/fi\/squishy-faces-expressions\/\" >\n\t\t\t\tSquishy Faces &amp; Expressions\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/melindaozel.com\/fi\/squishy-faces-expressions\/\" aria-label=\"Lue lis\u00e4\u00e4 Squishy Faces &amp; Expressions -sivustosta\" tabindex=\"-1\" >\n\t\t\tLue lis\u00e4\u00e4 \"\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\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>Opas yleisist\u00e4 virheist\u00e4, joita kannattaa v\u00e4ltt\u00e4\u00e4 poseeratun ilmeen kaappauksen aikana, jotta saat parhaan mahdollisen hy\u00f6dyn irti datan osallistujasta, n\u00e4yttelij\u00e4st\u00e4 tai mallista.<\/p>","protected":false},"author":60486633,"featured_media":2180,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_wpcom_ai_launchpad_about_page":false,"_wpcom_ai_launchpad_gallery_page":false,"footnotes":""},"class_list":["post-2097","page","type-page","status-publish","has-post-thumbnail","hentry","generate-columns","tablet-grid-50","mobile-grid-100","grid-parent","grid-50"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.0 (Yoast SEO v28.0) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Posed Facial Expression Captures - Face the FACS | Facial Expressions in Animation, AI, &amp; Behavior<\/title>\n<meta name=\"description\" content=\"Setting up facial expression data captures with a FACS-based pipeline? 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