Title :
Face Recognition Algorithm Based on Gabor Wavelet Coefficients Fusion
Author :
Delong, Zhou ; Junbin, Zong
Author_Institution :
Coll. of Inf. Eng., Zhejiang Univ. of Technol., Hangzhou, China
fDate :
March 31 2009-April 2 2009
Abstract :
In this paper, we present a new face recognition algorithm based on Gabor wavelet coefficients fusion. We first take the coefficients of Gabor wavelet transform deriving form face images as eigenvectors. And then, we get the new eigenvectors by fusing the Gabor coefficient. Then according similarity function, we recognize face images under different training collections. At last, we give recognition result on ORL face database, and comparison to the algorithm of none-fusion.
Keywords :
eigenvalues and eigenfunctions; face recognition; image fusion; wavelet transforms; Gabor wavelet coefficient fusion; Gabor wavelet transform; eigenvectors; face image recognition; face recognition algorithm; similarity function; Computer science; Educational institutions; Face recognition; Feature extraction; Frequency domain analysis; Gabor filters; Image recognition; Pixel; Wavelet coefficients; Wavelet transforms;
Conference_Titel :
Computer Science and Information Engineering, 2009 WRI World Congress on
Conference_Location :
Los Angeles, CA
Print_ISBN :
978-0-7695-3507-4
DOI :
10.1109/CSIE.2009.803
