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Making the head smile. Smile ? -> part of non-verbal communication Functions of non-verbal communication To enhance linguistic information To give new information. Non-verbal communication. Figure by Jari Kätsyri. Voice prosody. Figure by Jari Kätsyri. Head. Figure by Jari Kätsyri.
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Making the head smile • Smile? -> part of non-verbal communication • Functions of non-verbal communication • To enhance linguistic information • To give new information Michael Frydrych, 11.6.2004
Non-verbal communication Figure by Jari Kätsyri Michael Frydrych, 11.6.2004
Voice prosody Figure by Jari Kätsyri Michael Frydrych, 11.6.2004
Head Figure by Jari Kätsyri Michael Frydrych, 11.6.2004
Eyes Figure by Jari Kätsyri Michael Frydrych, 11.6.2004
Facial expressions Figure by Jari Kätsyri Michael Frydrych, 11.6.2004
Gestures Figure by Jari Kätsyri Michael Frydrych, 11.6.2004
Conversation regulation Figure by Jari Kätsyri Michael Frydrych, 11.6.2004
Conversational signals Figure by Jari Kätsyri Michael Frydrych, 11.6.2004
Maintenance Figure by Jari Kätsyri Michael Frydrych, 11.6.2004
Emotions Figure by Jari Kätsyri Michael Frydrych, 11.6.2004
Expressing emotions Figure by Jari Kätsyri Michael Frydrych, 11.6.2004
Conversational signals Figure by Jari Kätsyri Michael Frydrych, 11.6.2004
Voice Figure by Jari Kätsyri Michael Frydrych, 11.6.2004
Head Figure by Jari Kätsyri Michael Frydrych, 11.6.2004
Eyes Figure by Jari Kätsyri Michael Frydrych, 11.6.2004
Face Figure by Jari Kätsyri Michael Frydrych, 11.6.2004
Examples Michael Frydrych, 11.6.2004
Dimitris Metaxas, Normal Badler • Modeling of hand gestures • Modeling emotions, personality… Michael Frydrych, 11.6.2004
Facial expressions Emotional expressions in face • Are expressions showing emotions? • How they can be described? • What kind of emotions are there? Michael Frydrych, 11.6.2004
Emotion in face: To communicate or to express? • Communicating vs. expressing emotions • Intentional communication (Chovil) vs. • Involuntary behaviour (Ekman) • Technology viewpoint • Emotion = Emotional expression = (Non-verbal) communication • (In most situations emotions inappropriate) Michael Frydrych, 11.6.2004
Emotions and facial expressions (Ekman) • Emotion Facial expression ? • Emotional expressions can be inhibited • No evidence for non-expressed emotions • Facial expression Emotion ? • Emotional expressions can be faked • There are facial muscles with no voluntary control • Facial expression Emotion (?) Michael Frydrych, 11.6.2004
Description of expression Several descriptions of expressions exist: • Facial Action Coding System – FACS • By Eckman and Friesen • ”Language of facial expressions” • MPEG-4 Synthetic-Natural hybrid coding (SNHC) • “Technical” description for low-bandwidth transmission Michael Frydrych, 11.6.2004
FACS • Noticeable changes, not exactly facial muscles • Tool for identifying facial actions • Not for modeling facial actions • Does not describe dynamics • Action units (AUs) • AU1: Inner brow raiser • … • AU23: Lip tightener • … • AU66: Crosseye Michael Frydrych, 11.6.2004
AU examples: AU7 (lid tightener) Michael Frydrych, 11.6.2004
AU examples: AU9 (nose wrinkler) Michael Frydrych, 11.6.2004
AU examples: AU11(nasolabial furrow deepener) Michael Frydrych, 11.6.2004
Pure and blended emotions • 7 pure emotions • Pleasure (pl), surprise (su), fear (f), hate (h), sorrow (so), disgust (d), (interest) • Blended emotions • Combinations of pure emotions • Easy: pl+su, h+d, so+f • Difficult: su+f, d+pl, h+so, f+pl • (Some) additivity Michael Frydrych, 11.6.2004
Possible causes of blended expressions in real world • Mixed emotions (sadness+disgust) • Consequent emotions (surprise+happiness) • Masking (anger+happiness) • … Michael Frydrych, 11.6.2004
Attempts to add emotions Michael Frydrych, 11.6.2004
sad neutral surprise Michael Frydrych, 11.6.2004
6 basic expressions courtesy Jari Kätsyri Michael Frydrych, 11.6.2004
Blended expressions courtesy Jari Kätsyri Michael Frydrych, 11.6.2004
Textured × non-textured Identification of expressions from pictures and videos of textured and non-textured version of AP Michael Frydrych, 11.6.2004
Differences among databases Number of correct responses for pictures and videos of different databases Michael Frydrych, 11.6.2004
Neutral expression Average evaluations for AP textured and non-textured neutral expressions Michael Frydrych, 11.6.2004
Better implementation • Collecting data Michael Frydrych, 11.6.2004
Collecting data for expressions happy anger Michael Frydrych, 11.6.2004
HUT facial expression database • First Finnish database of moving facial expressions Michael Frydrych, 11.6.2004
Study:Interaction of blur x type x emotion • New database, 6 actors • 3 levels of blur • Pictures, short video sequences • 6 basic expressions • 3 subject groups (17 each) • each group – 1 level of blur • each actor 6 expressions • 3 actors pictures, 3 actors videos Michael Frydrych, 11.6.2004
Interaction of blur x type x emotion Michael Frydrych, 11.6.2004
The end • Thank you! • and … a little exercise again Michael Frydrych, 11.6.2004