DocumentCode :
3479864
Title :
Face recognition using discrete wavelet graph
Author :
Ma, Kun ; Tang, Xiaoou
Author_Institution :
Dept. of Inf. Eng., Chinese Univ. of Hong Kong, Shatin, China
Volume :
6
fYear :
2003
fDate :
6-10 April 2003
Abstract :
We propose a face recognition algorithm using the discrete wavelet face graph. Similar to the Gabor face graph, the method uses the elastic bunch graph matching process to locate fiducial points, but adopts different jet features using a discrete wavelet transform. Following the FERET identification protocol, 2340 face images are used to compare the recognition performance of the two methods. Experimental results show that the DWT face graph has comparable performance as the Gabor face graph. However, with fast computation and compact data structure, the DWT face graph has a unique advantage in real-time applications.
Keywords :
discrete wavelet transforms; face recognition; graph theory; DWT face graph; Gabor face graph; discrete wavelet graph; discrete wavelet transform; elastic bunch graph matching process; face recognition; fiducial points; jet features; Data structures; Discrete wavelet transforms; Face detection; Face recognition; Frequency; Image recognition; Law enforcement; Protocols; Tree graphs; Wavelet coefficients;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
ISSN :
1520-6149
Print_ISBN :
0-7803-7663-3
Type :
conf
DOI :
10.1109/ICASSP.2003.1201632
Filename :
1201632
Link To Document :
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