Facial feature localization based on an improved active shape model
Information Sciences: an International Journal
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
Face recognition with disguise and single gallery images
Image and Vision Computing
Image description using joint distribution of filter bank responses
Pattern Recognition Letters
Complex wavelet transform-based face recognition
EURASIP Journal on Advances in Signal Processing
Face Recognition Based on Histogram of Modular Gabor Feature and Support Vector Machines
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Multi-band Gradient Component Pattern (MGCP): A New Statistical Feature for Face Recognition
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Learned local Gabor patterns for face representation and recognition
Signal Processing
Image and Vision Computing
Gabor-based dynamic representation for human fatigue monitoring in facial image sequences
Pattern Recognition Letters
Recent advances in face biometrics with Gabor wavelets: A review
Pattern Recognition Letters
Face recognition using dual-tree complex wavelet features
IEEE Transactions on Image Processing
Efficient statistical face recognition across pose using local binary patterns and Gabor wavelets
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
IEEE Transactions on Image Processing
Enhanced local texture feature sets for face recognition under difficult lighting conditions
IEEE Transactions on Image Processing
Fusing local patterns of gabor magnitude and phase for face recognition
IEEE Transactions on Image Processing
Face recognition in global harmonic subspace
IEEE Transactions on Information Forensics and Security
Face recognition with patterns of oriented edge magnitudes
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
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
A robust and scalable approach to face identification
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Gaze data collection with the off-the-shelf devices
PCM'10 Proceedings of the Advances in multimedia information processing, and 11th Pacific Rim conference on Multimedia: Part II
Local Kernel Feature Analysis (LKFA) for object recognition
Neurocomputing
Gait-based human age estimation
IEEE Transactions on Information Forensics and Security
The complete gabor-fisher classifier for robust face recognition
EURASIP Journal on Advances in Signal Processing - Special issue on advanced image processing for defense and security applications
Face recognition with decision tree-based local binary patterns
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Finger-knuckle-print recognition using LGBP
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
Context-independent facial action unit recognition using shape and gabor phase information
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I
Face recognition and clustering for home photos
SIGGRAPH Asia 2011 Sketches
Face recognition using the POEM descriptor
Pattern Recognition
Spatial feature interdependence matrix (SFIM): a robust descriptor for face recognition
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part I
Theories and applications of LBP: a survey
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Incremental learning of complete linear discriminant analysis for face recognition
Knowledge-Based Systems
Face recognition using discriminant sparsity neighborhood preserving embedding
Knowledge-Based Systems
Discriminant phase component for face recognition
Journal of Electrical and Computer Engineering
Background subtraction based on phase feature and distance transform
Pattern Recognition Letters
Fast multi-scale local phase quantization histogram for face recognition
Pattern Recognition Letters
Face recognition based on combination of human perception and local binary pattern
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Local phase quantization for blur-insensitive image analysis
Image and Vision Computing
Local fuzzy pattern: a new way for micro-pattern analysis
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Learning realistic facial expressions from web images
Pattern Recognition
Learning discriminant face descriptor for face recognition
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Elliptical local binary patterns for face recognition
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume Part I
Block LBP displacement based local matching approach for human face recognition
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume Part I
Local descriptors in application to the aging problem in face recognition
Pattern Recognition
Relative phase in dual tree shearlets
Signal Processing
Local descriptors and similarity measures for frontal face recognition: A comparative analysis
Journal of Visual Communication and Image Representation
Face recognition using scale-adaptive directional and textural features
Pattern Recognition
Rough set based pose invariant face recognition with mug shot images
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Uniform Local Derivative Patterns and Their Application in Face Recognition
Journal of Signal Processing Systems
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A novel object descriptor, histogram of Gabor phase pattern (HGPP), is proposed for robust face recognition. In HGPP, the quadrant-bit codes are first extracted from faces based on the Gabor transformation. Global Gabor phase pattern (GGPP) and local Gabor phase pattern (LGPP) are then proposed to encode the phase variations. GGPP captures the variations derived from the orientation changing of Gabor wavelet at a given scale (frequency), while LGPP encodes the local neighborhood variations by using a novel local XOR pattern (LXP) operator. They are both divided into the nonoverlapping rectangular regions, from which spatial histograms are extracted and concatenated into an extended histogram feature to represent the original image. Finally, the recognition is performed by using the nearest-neighbor classifier with histogram intersection as the similarity measurement. The features of HGPP lie in two aspects: 1) HGPP can describe the general face images robustly without the training procedure; 2) HGPP encodes the Gabor phase information, while most previous face recognition methods exploit the Gabor magnitude information. In addition, Fisher separation criterion is further used to improve the performance of HGPP by weighing the subregions of the image according to their discriminative powers. The proposed methods are successfully applied to face recognition, and the experiment results on the large-scale FERET and CAS-PEAL databases show that the proposed algorithms significantly outperform other well-known systems in terms of recognition rate