TY - GEN
T1 - Face Recognition Algorithm using the Discrete Gabor transform
AU - Aguilar-Torres, Gualberto
AU - Sanchez-Perez, Gabriel
AU - Nakano-Miyatake, Mariko
AU - Pérez-Meana, Héctor
PY - 2007
Y1 - 2007
N2 - This paper proposes a Face Recognition Algorithm in which the Discrete Gabor transform is used to extract the image face features vector that is then feed into a multilayer perception to be carried out the recognition task. The features vector, estimated using the Gabor Transform, presents a small intra-person variation while the inter-persons variation is considerably large. This fact provides robustness against changes in illumination, wardrobe, facial expressions, scale, and position inside the captured image, as well as inclination, noise contamination and filtering. Proposed scheme also provides some tolerance to changes on the age of the person under analysis. Evaluation results using the proposed scheme with identification and verification configurations are given to show the desirable features of proposed algorithm.
AB - This paper proposes a Face Recognition Algorithm in which the Discrete Gabor transform is used to extract the image face features vector that is then feed into a multilayer perception to be carried out the recognition task. The features vector, estimated using the Gabor Transform, presents a small intra-person variation while the inter-persons variation is considerably large. This fact provides robustness against changes in illumination, wardrobe, facial expressions, scale, and position inside the captured image, as well as inclination, noise contamination and filtering. Proposed scheme also provides some tolerance to changes on the age of the person under analysis. Evaluation results using the proposed scheme with identification and verification configurations are given to show the desirable features of proposed algorithm.
UR - http://www.scopus.com/inward/record.url?scp=34547200039&partnerID=8YFLogxK
U2 - 10.1109/CONIELECOMP.2007.18
DO - 10.1109/CONIELECOMP.2007.18
M3 - Contribución a la conferencia
AN - SCOPUS:34547200039
SN - 076952799X
SN - 9780769527994
T3 - 17th International Conference on Electronics, Communications and Computers, CONIELECOMP'07, Proceedings
SP - 35
EP - 40
BT - 17th International Conference on Electronics, Communications and Computers, CONIELECOMP'07, Proceedings
PB - IEEE Computer Society
T2 - 17th International Conference on Electronics, Communications and Computers, CONIELECOMP'07
Y2 - 26 February 2006 through 28 February 2006
ER -