Fundamentals of digital image processing
Fundamentals of digital image processing
Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Unified Framework for Subspace Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Recognition Using Laplacianfaces
IEEE Transactions on Pattern Analysis and Machine Intelligence
Local Binary Pattern Descriptors for Dynamic Texture 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
Illumination Invariant Face Recognition Using Near-Infrared Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Dynamic Texture Recognition Using Local Binary Patterns with an Application to Facial Expressions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Eigenfeature Regularization and Extraction in Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face annotation for personal photos using context-assisted face recognition
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Recognition of faces in unconstrained environments: a comparative study
EURASIP Journal on Advances in Signal Processing - Special issue on recent advances in biometric systems: a signal processing perspective
IEEE Transactions on Image Processing
Face recognition with salient local gradient orientation binary patterns
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Enhanced local texture feature sets for face recognition under difficult lighting conditions
IEEE Transactions on Image Processing
WLD: A Robust Local Image Descriptor
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fusing local patterns of gabor magnitude and phase for face recognition
IEEE Transactions on Image Processing
Gender Classification Using Local Directional Pattern (LDP)
ICPR '10 Proceedings of the 2010 20th International Conference on Pattern Recognition
Pyramid center-symmetric local binary/trinary patterns for effective pedestrian detection
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
IEEE Transactions on Image Processing
Face Recognition by Exploring Information Jointly in Space, Scale and Orientation
IEEE Transactions on Image Processing
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Face recognition has recently become very hot research topic in computer vision and multimedia information processing. To integrate the human perception of local micro-pattern to face recognition, this paper proposes an improve LBP face representation based on Weber's law. First, inspired by psychological Weber's law, the human perception of local micro-pattern is defined by the ratio between two terms: one is relative intensity differences of a central pixel against its neighbors and the other is intensity of local central pixel. Second, regarding the perception of local micro-pattern as its weight, the weighted LBP histogram is constructed with the defined weight. Finally, to make full use of the space location information and lessen the complexity of recognition, the partitioning and uniform patterns are applied to get final features. Three face image databases, namely, ORL, Yale and Extended Yale-B, are used to evaluate performance. Experimental results demonstrate the effectiveness and superiority of our proposed face recognition method.