DocumentCode
3166066
Title
Gabor Filter Bank Representation for 3D Face Recognition
Author
Cook, Jamie ; Chandran, Vinod ; Sridharan, Sridha ; Fookes, Clinton
Author_Institution
Queensland University of Technology
fYear
205
fDate
6-8 Dec. 205
Firstpage
4
Lastpage
4
Abstract
In this paper an investigation of the validity of Gabor filter banks for feature extraction in a face recognition context is presented. Using the combined 2D/3D database collected by the Computer Vision Laboratory at the University of Notre Dame and the Colorado State University’s implementation of the Eigenfaces method, a comprehensive evaluation of the Log-Gabor filter bank representation is performed. Analysis of both the spatial and frequency domains is conducted to evaluate the distribution of discriminatory information.
Keywords
Computer vision; Face recognition; Feature extraction; Filter bank; Frequency domain analysis; Gabor filters; Information analysis; Laboratories; Performance evaluation; Spatial databases;
fLanguage
English
Publisher
ieee
Conference_Titel
Digital Image Computing: Techniques and Applications, 2005. DICTA '05. Proceedings 2005
Conference_Location
Queensland, Australia
Print_ISBN
0-7695-2467-2
Type
conf
DOI
10.1109/DICTA.2005.39
Filename
1587606
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