DocumentCode :
1446650
Title :
Thermal Analysis of Facial Muscles Contractions
Author :
Jarlier, Sophie ; Grandjean, Didier ; Delplanque, Sylvain ; Diaye, Karim N. ; Cayeux, Isabelle ; Velazco, Maria Inés ; Sander, David ; Vuilleumier, Patrik ; Scherer, Klaus R.
Author_Institution :
Swiss Center for Affective Sci. (CISA), Univ. of Geneva, Geneva, Switzerland
Volume :
2
Issue :
1
fYear :
2011
Firstpage :
2
Lastpage :
9
Abstract :
Facial expressions can be systematically coded using the Facial Action Coding System (FACS) that describes the specific action unit (AU) or combination of AUs elicited during different kinds of expressions. This study investigated the thermal patterns concomitant to specific action units performance. As thermal imaging can track dynamic patterns in facial temperature at any distance (>; 0.4 m), with high temporal (<; 20 m) and thermal (<; 20 mK@300 K) resolutions, this noninvasive technique was tested as a method to assess fluctuations of facial heat patterns induced by facial muscles contractions. Four FACS-trained coders produced nine different AUs or combination of AUs at various speeds and intensities. Using a spatial pattern approach based on PCA decomposition of the thermal signal, we showed that thermal fluctuations are specific to the activated AUs and are sensitive to the kinetics and intensities of AU production. These results open new avenues for studying patterns of facial muscle activity related to emotion or other cognitively induced activities, in a noninvasive manner, avoiding potential lighting issues.
Keywords :
face recognition; infrared imaging; principal component analysis; thermal analysis; PCA decomposition; facial action coding system; facial muscles contractions; thermal analysis; thermal imaging; Encoding; Face recognition; Image processing; Muscles; Thermal analysis; FACS; Facial expression; muscle contraction; thermography.;
fLanguage :
English
Journal_Title :
Affective Computing, IEEE Transactions on
Publisher :
ieee
ISSN :
1949-3045
Type :
jour
DOI :
10.1109/T-AFFC.2011.3
Filename :
5710871
Link To Document :
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