Title :
Gabor Filter Bank Representation for 3D Face Recognition
Author :
Cook, Jamie ; Chandran, Vinod ; Sridharan, Sridha ; Fookes, Clinton
Author_Institution :
Queensland University of Technology
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;
Conference_Titel :
Digital Image Computing: Techniques and Applications, 2005. DICTA '05. Proceedings 2005
Conference_Location :
Queensland, Australia
Print_ISBN :
0-7695-2467-2
DOI :
10.1109/DICTA.2005.39
