• Complex
  • Title
  • Keyword
  • Abstract
  • Scholars
  • Journal
  • ISSN
  • Conference
搜索

Author:

Jia, Xibin (Jia, Xibin.) (Scholars:贾熹滨) | Wen, Chuncheng (Wen, Chuncheng.)

Indexed by:

EI Scopus

Abstract:

A novel facial expression recognition method based on Gabor features and fuzzy classifier is proposed. Gabor wavelet is employed for feature extraction because it has good characteristics, which make it very suitable for the area of facial expression recognition. Because high-dimensional Gabor features are quite redundant, DCT and 2DPCA are respectively used to reduce dimensions and select valid features. Finally, expressions are recognized with fuzzy k-nearest neighbor classifier, which is demonstrated to be a more effective classifier. The experimental results show that the proposed method has high computational speed and good recognition rate. © (2012) Trans Tech Publications, Switzerland.

Keyword:

Fuzzy systems Gesture recognition Feature extraction

Author Community:

  • [ 1 ] [Jia, Xibin]Multimedia and Intelligent Software Technology, Beijing Municipal Key Laboratory, Beijing University of Technology, Beijing 100124, China
  • [ 2 ] [Wen, Chuncheng]Multimedia and Intelligent Software Technology, Beijing Municipal Key Laboratory, Beijing University of Technology, Beijing 100124, China

Reprint Author's Address:

Show more details

Related Keywords:

Related Article:

Source :

ISSN: 1660-9336

Year: 2012

Volume: 182-183

Page: 1046-1050

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 2

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

Online/Total:856/5418293
Address:BJUT Library(100 Pingleyuan,Chaoyang District,Beijing 100124, China Post Code:100124) Contact Us:010-67392185
Copyright:BJUT Library Technical Support:Beijing Aegean Software Co., Ltd.