DocumentCode
1682668
Title
Biologically based face recognition using Gabor filters and log-polar images
Author
Escobar, Maria José ; Ruiz-del-Solar, Javier
Author_Institution
Dept. of Electron., Univ. Tec. Fed. Santa Maria, Valparaiso, Chile
Volume
2
fYear
2002
fDate
6/24/1905 12:00:00 AM
Firstpage
1143
Lastpage
1147
Abstract
A face recognition system that uses log-polar images and Gabor filters is here proposed. This system models the way in which face images are processed between the retina and the areas V1 and V2 of our visual system. Some simulations of the recognition abilities of the system are also presented
Keywords
face recognition; filtering theory; neural nets; Gabor filters; biologically based face recognition; log-polar images; retina; visual system area V1; visual system area V2; Biological system modeling; Brain modeling; Eyes; Face recognition; Gabor filters; Hidden Markov models; Nose; Performance evaluation; Retina; Visual system;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2002. IJCNN '02. Proceedings of the 2002 International Joint Conference on
Conference_Location
Honolulu, HI
ISSN
1098-7576
Print_ISBN
0-7803-7278-6
Type
conf
DOI
10.1109/IJCNN.2002.1007655
Filename
1007655
Link To Document