Decision Combination in Multiple Classifier Systems
IEEE Transactions on Pattern Analysis and Machine Intelligence
A new proof of Cayley's formula for counting labeled trees
Journal of Combinatorial Theory Series A
Probabilistic Visual Learning for Object Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Recognition: The Problem of Compensating for Changes in Illumination Direction
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Recognition by Elastic Bunch Graph Matching
IEEE Transactions on Pattern Analysis and Machine Intelligence
Example-Based Learning for View-Based Human Face Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
The FERET Evaluation Methodology for Face-Recognition Algorithms
IEEE Transactions on Pattern Analysis and Machine Intelligence
Distortion Invariant Object Recognition in the Dynamic Link Architecture
IEEE Transactions on Computers
Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns
IEEE Transactions on Pattern Analysis and Machine Intelligence
Gabor-Based Kernel PCA with Fractional Power Polynomial Models for Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 1 - Volume 01
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 - Volume 01
Patch-Based Gabor Fisher Classifier for Face Recognition
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 02
Face Description with Local Binary Patterns: Application to Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
MutualBoost learning for selecting Gabor features for face recognition
Pattern Recognition Letters
Gabor wavelets and General Discriminant Analysis for face identification and verification
Image and Vision Computing
Gabor wavelets and General Discriminant Analysis for face identification and verification
Image and Vision Computing
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
A SVM face recognition method based on optimized Gabor features
VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
InfoBoost for selecting discriminative gabor features
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Gabor-Eigen-Whiten-Cosine: a robust scheme for face recognition
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
A Comparative Study of Local Matching Approach for Face Recognition
IEEE Transactions on Image Processing
Cosine similarity metric learning for face verification
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
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Face recognition is one of the most active research areas in pattern recognition for the last decades because of its potential applications as well as scientific challenges. Although numerous methods for face recognition have been developed, recognition accuracy and speed still remain a problem. In this paper, we propose a novel method for fast and accurate face recognition. The contribution of the paper is three folds: 1) we propose a new method for facial feature extraction named the Compact Binary Patterns (CBP), which is a more compact and efficient generalization of Local Binary Patterns. 2) We show that Whitened Principal Component Analysis (WPCA) is a simple but very efficient way to enhance CBP features. 3) To further improve the recognition rate, we divide a face into patches and perform recognition using multiple classifiers, whose weights are estimated by a Memetic Algorithm. Our method is tested thoroughly on the FERET dataset and achieves promising results.