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
Overview of the Face Recognition Grand Challenge
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 - Volume 01
IEEE Transactions on Pattern Analysis and Machine Intelligence
Recognize High Resolution Faces: From Macrocosm to Microcosm
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
Multiple Face Model of Hybrid Fourier Feature for Large Face Image Set
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 04
The Bayes Decision Rule Induced Similarity Measures
IEEE Transactions on Pattern Analysis and Machine Intelligence
Blur Insensitive Texture Classification Using Local Phase Quantization
ICISP '08 Proceedings of the 3rd international conference on Image and Signal Processing
Robust Face Recognition Using Color Information
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Hierarchical ensemble of global and local classifiers for face recognition
IEEE Transactions on Image Processing
Emulating biological strategies for uncontrolled face recognition
Pattern Recognition
Robust face detection using Gabor filter features
Pattern Recognition Letters
Enhanced local texture feature sets for face recognition under difficult lighting conditions
AMFG'07 Proceedings of the 3rd international conference on Analysis and modeling of faces and gestures
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
Fusing local patterns of gabor magnitude and phase for face recognition
IEEE Transactions on Image Processing
Kernel fusion of multiple histogram descriptors for robust face recognition
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
IEEE Transactions on Information Forensics and Security
IEEE Transactions on Image Processing
Color Image Discriminant Models and Algorithms for Face Recognition
IEEE Transactions on Neural Networks
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High accurate face recognition is of great importance for real-world applications such as identity authentication, watch list screening, and human-computer interaction. Despite tremendous progress made in the last decades, fully automatic face recognition systems are still far from the goal of surpassing the human vision system, especially in uncontrolled conditions. In this paper, we propose an approach for robust face recognition by fusing two complementary features: one is the Gabor magnitude of multiple scales and orientations and the other is Fourier phase encoded by Local Phase Quantization (LPQ). To further reduce the high dimensionality of both features, patch-wise Fisher Linear Discriminant Analysis is applied respectively and further combined by score-level fusion. In addition, multi-scale face models are exploited to make use of more information and improve the robustness of the proposed approach. Experimental results show that the proposed approach achieves 96.09%, 95.64% and 95.15% verification rates (when FAR=0.1%) on ROC1/2/3 of Face Recognition Grand Challenge (FRGC) version 2 Experiment 4, impressively surpassing the best known results, i.e. 93.91%, 93.55%, and 93.12%.