TY - GEN
T1 - Optimal weight selection in matching score fusion based Face Recognition
AU - Tran, Quang Duc
AU - Liatsis, Panos
PY - 2011
Y1 - 2011
N2 - Face recognition is an active subject in the fields of pattern recognition. There still exist research difficulties in its practical application in the term of performance accuracy. However, the above limitation can be overcome by combining the biometric information extracted from diverse facial features such as total face, eyes, nose, mouth, etc. In this paper we present a Face Recognition system in which a new Bees Algorithm based optimal weight searching method is used to find the optimal parameters to fuse the aforementioned information at matching score level. The proposed method tested on the ORL face database achieves 99% recognition rate, which is overall superior to those traditional FR approaches such as the Eigenfaces, Fisherfaces, D-LDA, IFS methods.
AB - Face recognition is an active subject in the fields of pattern recognition. There still exist research difficulties in its practical application in the term of performance accuracy. However, the above limitation can be overcome by combining the biometric information extracted from diverse facial features such as total face, eyes, nose, mouth, etc. In this paper we present a Face Recognition system in which a new Bees Algorithm based optimal weight searching method is used to find the optimal parameters to fuse the aforementioned information at matching score level. The proposed method tested on the ORL face database achieves 99% recognition rate, which is overall superior to those traditional FR approaches such as the Eigenfaces, Fisherfaces, D-LDA, IFS methods.
KW - Bees Algorithm
KW - Face Recognition
KW - Linear Discriminant Analysis
KW - Multimodal Biometric System
UR - http://www.scopus.com/inward/record.url?scp=80055057070&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:80055057070
SN - 9789958996610
T3 - International Conference on Systems, Signals, and Image Processing
SP - 5
EP - 8
BT - 2011 18th International Conference on Systems, Signals and Image Processing, Proceedings IWSSIP 2011
T2 - 2011 18th International Conference on Systems, Signals and Image Processing, IWSSIP 2011
Y2 - 16 June 2011 through 18 June 2011
ER -