지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2013.1
- 수록면
- 53 - 57 (5page)
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초록· 키워드
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Human emotions are expressed in various ways. It can be expressed through language, facial expression and gestures. In particular, the facial expression contains many information about human emotion. These vague human emotion appear not in single emotion, but in combination of various emotion. This paper proposes a emotional expression algorithm using Active Appearance Model(AAM) and Fuzz k- Nearest Neighbor which give facial expression in similar with vague human emotion. Applying Mahalanobis distance on the center class, determine inclusion level between center class and each class. Also following inclusion level, appear intensity of emotion. Our emotion recognition system can recognize a complex emotion using Fuzzy k-NN classifier.
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등록된 정보가 없습니다.
참고문헌 (10)
참고문헌 신청
P.Penver / 1996 / Local Feature analysis: ageneral statistical theory for object representation / Network: Computation in Neural Systems 7:477~500
Z. Zhang / 1998 / Compartison betwwen geometry based and Gabor-wavelets-based facial expression recognition using multi-layer perceptron / Third IEEE international conference on Automatic Face and Gesture Recognition :454~459
Doi, M. / 1998 / A Robust Face Identi cation against Lighting Fluctuation for Lock Control / Proceedings, IEEE International Conference on Automatic Face and Gesture Recognition :42~47
Ahonen, T. / 2004 / Face Recognition with Local Binary Patterns / LNCS 2004 3021:469~481
Heisele, B. / 2007 / A Component-based Framework for Face Detection and Identification / International Journal of Computer Vision 74(2):167~181
Z. Zhang / 1998 / Compartison betwwen geometry based and Gabor-wavelets-based facial expression recognition using multi-layer perceptron / Third IEEE international conference on Automatic Face and Gesture Recognition :454~459
Doi, M. / 1998 / A Robust Face Identi cation against Lighting Fluctuation for Lock Control / Proceedings, IEEE International Conference on Automatic Face and Gesture Recognition :42~47
Ahonen, T. / 2004 / Face Recognition with Local Binary Patterns / LNCS 2004 3021:469~481
Heisele, B. / 2007 / A Component-based Framework for Face Detection and Identification / International Journal of Computer Vision 74(2):167~181
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