RegionBoost learning for 2D+3D based face recognition
Pattern Recognition Letters
Random subspace for an improved BioHashing for face authentication
Pattern Recognition Letters
Image description using joint distribution of filter bank responses
Pattern Recognition Letters
Pixelwise Local Binary Pattern Models of Faces Using Kernel Density Estimation
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
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
On the Spatial Distribution of Local Non-parametric Facial Shape Descriptors
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Learned local Gabor patterns for face representation and recognition
Signal Processing
Face recognition under occlusions and variant expressions with partial similarity
IEEE Transactions on Information Forensics and Security
Hierarchical ensemble of global and local classifiers for face recognition
IEEE Transactions on Image Processing
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
Texture representation in AAM using Gabor wavelet and local binary patterns
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
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
Local feature analysis for robust face recognition
CISDA'09 Proceedings of the Second IEEE international conference on Computational intelligence for security and defense applications
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
Illumination-robust face recognition using retina modeling
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
Fusing local patterns of gabor magnitude and phase for face recognition
IEEE Transactions on Image Processing
Directional binary code with application to PolyU near-infrared face database
Pattern Recognition Letters
Selecting optimal orientations of Gabor wavelet filters for facial image analysis
ICISP'10 Proceedings of the 4th international conference on Image and signal processing
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
Gabor feature based sparse representation for face recognition with gabor occlusion dictionary
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
A robust and scalable approach to face identification
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
A novel illumination-robust face recognition using statistical and non-statistical method
Pattern Recognition Letters
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
On the results of the first mobile biometry (MOBIO) face and speaker verification evaluation
ICPR'10 Proceedings of the 20th International conference on Recognizing patterns in signals, speech, images, and videos
Enhancing Gabor wavelets using volumetric fractal dimension
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
Face image retrieval using sparse representation classifier with gabor-LBP histogram
WISA'10 Proceedings of the 11th international conference on Information security applications
Local binary patterns for multi-view facial expression recognition
Computer Vision and Image Understanding
Cosine similarity metric learning for face verification
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
A compositional exemplar-based model for hair segmentation
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
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
A method for robust multispectral face recognition
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part II
Novel metrics for face recognition using local binary patterns
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part I
Linking names and faces by person-based subset clustering
Proceedings of the Third International Conference on Internet Multimedia Computing and Service
A novel feature extraction method for face recognition under different lighting conditions
CCBR'11 Proceedings of the 6th Chinese conference on Biometric recognition
Head pose estimation using simple local gabor binary pattern
CCBR'11 Proceedings of the 6th Chinese conference on Biometric recognition
Age estimation using multi-label learning
CCBR'11 Proceedings of the 6th Chinese conference on Biometric recognition
Information Sciences: an International Journal
Face recognition by estimating facial distinctive information distribution
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
Face recognition using the POEM descriptor
Pattern Recognition
Compact binary patterns (CBP) with multiple patch classifiers for fast and accurate face recognition
CompIMAGE'10 Proceedings of the Second international conference on Computational Modeling of Objects Represented in Images
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
Feature extraction based on co-occurrence of adjacent local binary patterns
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part II
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
Semantic analysis of 3d anatomical medical images for sub-image retrieval
MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Face recognition using discriminant sparsity neighborhood preserving embedding
Knowledge-Based Systems
Fast multi-scale local phase quantization histogram for face recognition
Pattern Recognition Letters
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
Robust pose invariant face recognition using coupled latent space discriminant analysis
Computer Vision and Image Understanding
Face recognition with local gabor textons
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Face photo retrieval by sketch example
Proceedings of the 20th ACM international conference on Multimedia
Morphable displacement field based image matching for face recognition across pose
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Pose invariant approach for face recognition at distance
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
An open source framework for standardized comparisons of face recognition algorithms
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Face recognition with disparity corrected gabor phase differences
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part I
Novel color Gabor-LBP-PHOG (GLP) descriptors for object and scene image classification
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Face recognition of near-infrared images for interactive smart TV
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
A comparative study on illumination preprocessing in face recognition
Pattern Recognition
Complete gradient face: a novel illumination invariant descriptor
CCBR'12 Proceedings of the 7th Chinese conference on Biometric Recognition
Multimodal ear recognition based on 2d+3d feature fusion
CCBR'12 Proceedings of the 7th Chinese conference on Biometric Recognition
Facial expression recognition using a new image representation and multiple feature fusion
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Learning realistic facial expressions from web images
Pattern Recognition
Fusing magnitude and phase features for robust face recognition
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Semantic pixel sets based local binary patterns for face recognition
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Learning discriminant face descriptor for face recognition
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Adaptive kernel size selection for correntropy based metric
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume Part I
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
Face recognition with learned local curvelet patterns and 2-directional l1-norm based 2DPCA
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume Part I
Computational Intelligence and Neuroscience
Local descriptors in application to the aging problem in face recognition
Pattern Recognition
WaveLBP based hierarchical features for image classification
Pattern Recognition Letters
Image and Vision Computing
Face recognition with enhanced local directional patterns
Neurocomputing
Single sample face recognition based on DCT and local gabor binary pattern histogram
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories
Distribution-based iterative pairwise classification of emotions in the wild using LGBP-TOP
Proceedings of the 15th ACM on International conference on multimodal interaction
Face recognition using Weber local descriptors
Neurocomputing
Gabor wavelets combined with volumetric fractal dimension applied to texture analysis
Pattern Recognition Letters
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
New color GPHOG descriptors for object and scene image classification
Machine Vision and Applications
Uniform Local Derivative Patterns and Their Application in Face Recognition
Journal of Signal Processing Systems
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For years, researchers in face recognition area have been representing and recognizing faces based on subspace discriminant analysis or statistical learning. Nevertheless, these approaches are always suffering from the generalizability problem. This paper proposes a novel non-statistics based face representation approach, Local Gabor Binary Pattern Histogram Sequence (LGBPHS), in which training procedure is unnecessary to construct the face model, so that the generalizability problem is naturally avoided. In this approach, a face image is modeled as a "histogram sequence" by concatenating the histograms of all the local regions of all the local Gabor magnitude binary pattern maps. For recognition, histogram intersection is used to measure the similarity of different LGBPHSes and the nearest neighborhood is exploited for final classification. Additionally, we have further proposed to assign different weights for each histogram piece when measuring two LGBPHSes. Our experimental results on AR and FERET face database show the validity of the proposed approach especially for partially occluded face images, and more impressively, we have achieved the best result on FERET face database.