A single-sensor hand geometry and palmprint verification system
WBMA '03 Proceedings of the 2003 ACM SIGMM workshop on Biometrics methods and applications
IEEE Transactions on Pattern Analysis and Machine Intelligence
Outdoor recognition at a distance by fusing gait and face
Image and Vision Computing
Face recognition with semi-supervised learning and multiple classifiers
CIMMACS'06 Proceedings of the 5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics
An Improved AdaBoost Algorithm Based on Adaptive Weight Adjusting
ADMA '07 Proceedings of the 3rd international conference on Advanced Data Mining and Applications
A Random Network Ensemble for Face Recognition
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Personal authentication using finger knuckle surface
IEEE Transactions on Information Forensics and Security
Personal authentication using multiple palmprint representation
Pattern Recognition
Fusing Gabor and LBP feature sets for kernel-based face recognition
AMFG'07 Proceedings of the 3rd international conference on Analysis and modeling of faces and gestures
Confidence partition and hybrid fusion in multimodal biometric verification system
BioID_MultiComm'09 Proceedings of the 2009 joint COST 2101 and 2102 international conference on Biometric ID management and multimodal communication
Defect detection in flat surface products using log-Gabor filters
International Journal of Hybrid Intelligent Systems
Fusion of covariance matrices of PCA and FLD
Pattern Recognition Letters
Multi-biometrics using facial appearance, shape and temperature
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Kernel discriminant transformation for image set-based face recognition
Pattern Recognition
A novel training weighted ensemble (TWE) with application to face recognition
Applied Soft Computing
Multi-expression face recognition using neural networks and feature approximation
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
Color-Based classification of natural rock images using classifier combinations
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
Classification of natural images using supervised and unsupervised classifier combinations
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Biometrics: An Overview on New Technologies and Ethic Problems
International Journal of Technoethics
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Current two-dimensional face recognition approaches can obtain a good performance only under constrained environments. However, in the real applications, face appearance changes significantly due to different illumination, pose, and expression. Face recognizers based on different representations of the input face images have different sensitivity to these variations. Therefore, a combination of different face classifiers which can integrate the complementary information should lead to improved classification accuracy. We use the sum rule and RBF-based integration strategies to combine three commonly used face classifiers based on PCA, ICA and LDA representations. Experiments conducted on a face database containing 206 subjects (2,060 face images) show that the proposed classifier combination approaches outperform individual classifiers.