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
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);
Conference_Titel :
Wavelet Active Media Technology and Information Processing (ICWAMTIP), 2012 International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4673-1684-2
DOI :
10.1109/ICWAMTIP.2012.6413445
