DocumentCode :
3499011
Title :
AAM derived face representations for robust facial action recognition
Author :
Lucey, Simon ; Matthews, Iain ; Hu, Changbo ; Ambadar, Zara ; De La Torre, Fernando ; Cohn, Jeffrey
Author_Institution :
Robotics Inst., Carnegie Mellon Univ., Pittsburgh, PA
fYear :
2006
fDate :
2-6 April 2006
Firstpage :
155
Lastpage :
160
Abstract :
In this paper, we present results on experiments employing active appearance model (AAM) derived facial representations, for the task of facial action recognition. Experimental results demonstrate the benefit of AAM-derived representations on a spontaneous AU database containing "real-world" variation. Additionally, we explore a number of normalization methods for these representations which increase facial action recognition performance
Keywords :
face recognition; image representation; active appearance model; face representations; normalization methods; robust facial action recognition; Active appearance model; Active shape model; Behavioral science; Databases; Face recognition; Gold; Motion measurement; Pattern recognition; Robots; Robustness;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Automatic Face and Gesture Recognition, 2006. FGR 2006. 7th International Conference on
Conference_Location :
Southampton
Print_ISBN :
0-7695-2503-2
Type :
conf
DOI :
10.1109/FGR.2006.17
Filename :
1613014
Link To Document :
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