TY - JOUR
KW - Image Processing
KW - Wavelet
KW - Gabor filter
KW - Facial recognition
KW - Bunch Graph
AU - Jamal Ahmad Dargham
AU - Ali Chekima
AU - Ervin Gubin-Moung
AB - Face recognition is an important biometric method because of its potential applications in many fields, such as access control, surveillance, and human-computer interaction. In this paper, a face recognition system that fuses the outputs of three face recognition systems based on Gabor jets is presented. The first system uses the magnitude, the second uses the phase, and the third uses the phase-weighted magnitude of the jets. The jets are generated from facial landmarks selected using three selection methods. It was found out that fusing the facial features gives better recognition rate than either facial feature used individually regardless of the landmark selection method.
IS - Special Issue on Distributed Computing and Artificial Intelligence
M1 - 5
N2 - Face recognition is an important biometric method because of its potential applications in many fields, such as access control, surveillance, and human-computer interaction. In this paper, a face recognition system that fuses the outputs of three face recognition systems based on Gabor jets is presented. The first system uses the magnitude, the second uses the phase, and the third uses the phase-weighted magnitude of the jets. The jets are generated from facial landmarks selected using three selection methods. It was found out that fusing the facial features gives better recognition rate than either facial feature used individually regardless of the landmark selection method.
PY - 2012
SP - 54
EP - 62
T2 - International Journal of Interactive Multimedia and Artificial Intelligence
TI - Fusing Facial Features for Face Recognition
UR - http://www.ijimai.org/journal/sites/default/files/IJIMAI20121_5_7.pdf
VL - 1
SN - 1989-1660
ER -