01289nas a2200241 4500000000100000000000100001008004100002260001200043653002100055653001200076653001700088653002300105653001600128100002400144700001600168700002200184245004800206856007400254300001000328490000600338520068900344022001401033 2012 d c06/201210aImage Processing10aWavelet10aGabor filter10aFacial recognition10aBunch Graph1 aJamal Ahmad Dargham1 aAli Chekima1 aErvin Gubin-Moung00aFusing Facial Features for Face Recognition uhttp://www.ijimai.org/journal/sites/default/files/IJIMAI20121_5_7.pdf a54-620 v13 aFace 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. a1989-1660