Title :
Image processing based emotion recognition
Author :
Luoh, Leh ; Huang, Chih-Chang ; Liu, Hsueh-Yen
Author_Institution :
Dept. of Electr. Eng., Chung-Hua Univ., Hsinchu, Taiwan
Abstract :
The goal of this paper is to build an emotion detect system which can analyze basic facial expression of human. In this study, a frame of emotion recognition system is constructed, including face detection, feature extraction and facial expression classification. In part of face detection, a skin detection process is adopted first to pick up the facial region from a complicated background. Through the feature detection of lip, mouth, and eyes, eyebrow, those feature points are found. Moreover, the changing of these facial feature points, the characteristic values of emotion state are computed. The experiment has shown that the proposed strategy is effective.
Keywords :
emotion recognition; face recognition; feature extraction; pattern classification; emotion recognition; face detection; facial expression classification; feature extraction; image processing; Image recognition; GMM; emotion recognition; facial expression;
Conference_Titel :
System Science and Engineering (ICSSE), 2010 International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-6472-2
DOI :
10.1109/ICSSE.2010.5551816