DocumentCode
2977665
Title
Face recognition based on texture features using hybrid projection function
Author
Yuan-yuan Huang ; Jian-Zhang Chen ; Jian-Ping Li ; Jian-Ming Liao ; Ping Kuang
Author_Institution
Sch. of Comput. Sci. & Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
fYear
2012
fDate
17-19 Dec. 2012
Firstpage
82
Lastpage
85
Abstract
This paper proposed a new face recognition method based on texture features of gray-level co-occurrence matrix (GLCM). The feature vector is constructed based on GLCM texture features using hybrid projection function in nonsubsampled contourlet transform domain. The experimental results on CMU PIE database demonstrate the efficacy of the new method.
Keywords
face recognition; feature extraction; image texture; matrix algebra; transforms; CMU PIE database; GLCM texture feature; face recognition method; feature vector; gray-level cooccurrence matrix; hybrid projection function; nonsubsampled contourlet transform domain; Abstracts; Face recognition; Generalized projection function; Gray-level co-occurrence matrix (GLCM); nonsubsampled contourlet transform (NSCT);
fLanguage
English
Publisher
ieee
Conference_Titel
Wavelet Active Media Technology and Information Processing (ICWAMTIP), 2012 International Conference on
Conference_Location
Chengdu
Print_ISBN
978-1-4673-1684-2
Type
conf
DOI
10.1109/ICWAMTIP.2012.6413445
Filename
6413445
Link To Document