Title :
Multiple-emotion recognition using an avatar in mobile environments
Author :
Wuri Han ; Youngseop Kim
Author_Institution :
Dept. of Electr. & Electron. Eng., Dankook Univ., Cheonan, South Korea
Abstract :
This paper proposes a multiple emotion recognition system that can recognize combined emotions up to a maximum of three emotions using an active appearance model, the proposed classification standard, and k-Nearest Neighbor in mobile environments. To be easily understood, the recognized result is presented in three ways on a mobile camera screen. We can achieve the best 93% accuracy in recognizing the emotion of surprise.
Keywords :
avatars; emotion recognition; mobile computing; active appearance model; avatar; classification standard; k-nearest neighbor; mobile camera screen; mobile environments; multiple emotion recognition system; Active appearance model; Avatars; Cameras; Emotion recognition; Face recognition; Mobile communication; Standards; Active Appearance Model; Emotion recognition; Face tracking; k-Nearest Neighbor;
Conference_Titel :
Consumer Electronics (ISCE 2014), The 18th IEEE International Symposium on
Conference_Location :
JeJu Island
DOI :
10.1109/ISCE.2014.6884372