DocumentCode
461648
Title
Facial Expression Recognition Based on Classifier Combinations
Author
Zilu, Ying ; Jingwen, Li ; Youwei, Zhang
Author_Institution
Sch. of Electron. & Inf. Eng., Beihang Univ., Beijing
Volume
3
fYear
2006
fDate
16-20 Nov. 2006
Abstract
This paper introduces facial expression recognition by combining multiple classifiers. It describes in detail the principles of various classifier combination schemes. Extensive experiments of these classifier combination schemes on both the Japanese female facial expression database and the Cohn-Kanade AU-coded facial expression database are given. The results show that it is an effective approach to further increase the recognition rate by classifier combinations
Keywords
face recognition; image classification; visual databases; Japanese female facial expression database; classifier combination schemes; facial expression recognition; multiple classifiers; Data mining; Databases; Face detection; Face recognition; Feature extraction; Linear discriminant analysis; Matrices; Principal component analysis; Statistical analysis; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing, 2006 8th International Conference on
Conference_Location
Beijing
Print_ISBN
0-7803-9736-3
Electronic_ISBN
0-7803-9736-3
Type
conf
DOI
10.1109/ICOSP.2006.345887
Filename
4129158
Link To Document