Personal Identification Based on Iris Texture Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Regularized discriminant analysis for the small sample size problem in face recognition
Pattern Recognition Letters
Optimal sampling of Gabor features for face recognition
Pattern Recognition Letters
A Unified Framework for Subspace Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Recent advances in visual and infrared face recognition: a review
Computer Vision and Image Understanding
IEEE Transactions on Pattern Analysis and Machine Intelligence
Open Set Face Recognition Using Transduction
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Batch mode active learning and its application to medical image classification
ICML '06 Proceedings of the 23rd international conference on Machine learning
Face recognition based on discriminant fractional Fourier feature extraction
Pattern Recognition Letters
Face recognition with local steerable phase feature
Pattern Recognition Letters
A multi-expert approach for robust face detection
Pattern Recognition
Face detection using discriminating feature analysis and Support Vector Machine
Pattern Recognition
MutualBoost learning for selecting Gabor features for face recognition
Pattern Recognition Letters
Symmetrical null space LDA for face and ear recognition
Neurocomputing
Image covariance-based subspace method for face recognition
Pattern Recognition
MutualBoost learning for selecting Gabor features for face recognition
Pattern Recognition Letters - Special issue on vision for crime detection and prevention
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
Face recognition with local steerable phase feature
Pattern Recognition Letters
Shadow compensation in 2D images for face recognition
Pattern Recognition
On the Dimensionality of Face Space
IEEE Transactions on Pattern Analysis and Machine Intelligence
A discriminant analysis using composite features for classification problems
Pattern Recognition
Face recognition using elastic local reconstruction based on a single face image
Pattern Recognition
Information theory for Gabor feature selection for face recognition
EURASIP Journal on Applied Signal Processing
A probabilistic model for face transformation with application to person identification
EURASIP Journal on Applied Signal Processing
Simplified Gabor wavelets for human face recognition
Pattern Recognition
Dynamic training using multistage clustering for face recognition
Pattern Recognition
General Tensor Discriminant Analysis and Gabor Features for Gait Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Molecular image segmentation based on improved fuzzy clustering
Journal of Biomedical Imaging
SPPR'07 Proceedings of the Fourth conference on IASTED International Conference: Signal Processing, Pattern Recognition, and Applications
2D Gaborface representation method for face recognition with ensemble and multichannel model
Image and Vision Computing
Fast communication: Gait recognition based on dynamic region analysis
Signal Processing
DT-CWT Feature Combined with ONPP for Face Recognition
Computational Intelligence and Security
Dimensionality Reduction Method Applied for Multi-view Face Database Recognition
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
Boosting encoded dynamic features for facial expression recognition
Pattern Recognition Letters
New approaches for face recognition using neural networks
SSIP'08 Proceedings of the 8th conference on Signal, Speech and image processing
Face Recognition with Biologically Motivated Boosted Features
Cognitive Vision
Automatic 3D face recognition from depth and intensity Gabor features
Pattern Recognition
Facial Feature Extraction Using Geometric Feature and Independent Component Analysis
Knowledge Acquisition: Approaches, Algorithms and Applications
A Parallel Implementation of Error Correction SVM with Applications to Face Recognition
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
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
DT-CWT Feature Structure Representation for Face Recognition under Varying Illumination Using EMD
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
Robust Face Recognition Using Color Information
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Face Age Classification on Consumer Images with Gabor Feature and Fuzzy LDA Method
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Face Image Quality Evaluation for ISO/IEC Standards 19794-5 and 29794-5
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
A method towards face recognition
International Journal of Intelligent Systems Technologies and Applications
AdaBoost Multiple Feature Selection and Combination for Face Recognition
IbPRIA '09 Proceedings of the 4th Iberian Conference on Pattern Recognition and Image Analysis
Multi-band Gradient Component Pattern (MGCP): A New Statistical Feature for Face Recognition
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
A novel kernel-based maximum a posteriori classification method
Neural Networks
Learned local Gabor patterns for face representation and recognition
Signal Processing
Short Communication: Face recognition using message passing based clustering method
Journal of Visual Communication and Image Representation
IEEE Transactions on Circuits and Systems for Video Technology
Dominant local binary patterns for texture classification
IEEE Transactions on Image Processing
Hierarchical ensemble of global and local classifiers for face recognition
IEEE Transactions on Image Processing
Image and Vision Computing
Image and Vision Computing
Gabor-based dynamic representation for human fatigue monitoring in facial image sequences
Pattern Recognition Letters
Face recognition from 2D and 3D images using 3D Gabor filters
Image and Vision Computing
SPPRA '07 Proceedings of the Fourth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications
Multimodal medical image registration using geometric flow and Gabor filter
BioMED '08 Proceedings of the Sixth IASTED International Conference on Biomedical Engineering
Recent advances in face biometrics with Gabor wavelets: A review
Pattern Recognition Letters
Improved face representation by nonuniform multilevel selection of Gabor convolution features
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
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
Face recognition using a fuzzy fisherface classifier
Pattern Recognition
Emulating biological strategies for uncontrolled face recognition
Pattern Recognition
Robust face detection using Gabor filter features
Pattern Recognition Letters
Fusion of support vector classifiers for parallel gabor methods applied to face verification
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Constraint shape model using edge constraint and Gabor wavelet based search
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Open world face recognition with credibility and confidence measures
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
A discriminated correlation classifier for face recognition
Proceedings of the 2010 ACM Symposium on Applied Computing
Face verification with a kernel fusion method
Pattern Recognition Letters
Structured ordinal features for appearance-based object representation
AMFG'07 Proceedings of the 3rd international conference on Analysis and modeling of faces and gestures
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
A SVM face recognition method based on optimized Gabor features
VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
A novel discriminant analysis approach using angular fourier transform for face recognition
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
MAP classifier with BDA features
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Classification and segmentation of brain tumor using texture analysis
AIKED'10 Proceedings of the 9th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
Improving face recognition by combination of natural and Gabor faces
Pattern Recognition Letters
Consumer image retrieval by estimating relation tree from family photo collections
Proceedings of the ACM International Conference on Image and Video Retrieval
Illumination-robust face recognition using retina modeling
ICIP'09 Proceedings of the 16th IEEE international conference 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
Facial expression recognition on multiple manifolds
Pattern Recognition
Face recognition with patterns of oriented edge magnitudes
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Expression recognition methods based on feature fusion
BI'10 Proceedings of the 2010 international conference on Brain informatics
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 novel illumination-robust face recognition using statistical and non-statistical method
Pattern Recognition Letters
Local Kernel Feature Analysis (LKFA) for object recognition
Neurocomputing
Gait-based human age estimation
IEEE Transactions on Information Forensics and Security
New colour SIFT descriptors for image classification with applications to biometrics
International Journal of Biometrics
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part III
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
Gabor feature based face recognition using kernel methods
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Color space for face authentication using enhanced fisher linear discriminant model (EFM)
AEE'06 Proceedings of the 5th WSEAS international conference on Applications of electrical engineering
Face authentication using enhanced fisher linear discriminant model (EFM)
CIMMACS'05 Proceedings of the 4th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
Person-specific age estimation under ranking framework
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Ensemble of global and local features for face age estimation
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
Face recognition based on gabor enhanced marginal fisher model and error correction SVM
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
Extracting discriminative color features for face recognition
Pattern Recognition Letters
Cross-pose face recognition based on partial least squares
Pattern Recognition Letters
Analysis of variance of Gabor filter banks parameters for optimal face recognition
Pattern Recognition Letters
A novel feature extraction method for face recognition under different lighting conditions
CCBR'11 Proceedings of the 6th Chinese conference on Biometric recognition
Learning gabor features for facial age estimation
CCBR'11 Proceedings of the 6th Chinese conference on Biometric recognition
Merging and arbitration strategy applied bayesian classification for eye location
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Gabor feature based classification using LDA/QZ algorithm for face recognition
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Merging and arbitration strategy for robust eye location
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Proposal of novel histogram features for face detection
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
InfoBoost for selecting discriminative gabor features
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Face and facial expression recognition with an embedded system for human-robot interaction
ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction
Modeling micro-patterns for feature extraction
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
Face recognition based on local steerable feature and random subspace LDA
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
AdaBoost gabor fisher classifier for face recognition
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
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
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
A novel Gabor-LDA based face recognition method
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part I
Segmentation and labeling of face images for electronic documents
Expert Systems with Applications: An International Journal
Boosting multi-gabor subspaces for face recognition
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Multi-modal techniques for identity theft prevention
HSI'05 Proceedings of the 3rd international conference on Human Society@Internet: web and Communication Technologies and Internet-Related Social Issues
Post-processing on LDA's discriminant vectors for facial feature extraction
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Gabor feature based classification using 2d linear discriminant analysis for face recognition
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Multi-resolution histograms of local variation patterns (MHLVP) for robust face recognition
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Pose invariant face recognition under arbitrary illumination based on 3d face reconstruction
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Discriminant analysis based on kernelized decision boundary for face recognition
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Robust face recognition from one training sample per person
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Gabor-Kernel fisher analysis for face recognition
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
Discussions on some problems in face recognition
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Gabor features based method using HDR (G-HDR) for multiview face recognition
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Baseline evaluations on the CAS-PEAL-R1 face database
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Face recognition based on gabor-enhanced manifold learning and SVM
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part I
Face recognition using the POEM descriptor
Pattern Recognition
A novel 2d gabor wavelets window method for face recognition
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
Face recognition technique using symbolic linear discriminant analysis method
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Feature extraction via balanced average neighborhood margin maximization
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
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
Gabor feature selection for face recognition using improved adaboost learning
IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
A local spectral distribution approach to face recognition
Computer Vision and Image Understanding
Face verification with feature fusion of Gabor based and curvelet based representations
Multimedia Tools and Applications
Face recognition using discriminant sparsity neighborhood preserving embedding
Knowledge-Based Systems
Pixel selection based on discriminant features with application to face recognition
Pattern Recognition Letters
Batch mode active sampling based on marginal probability distribution matching
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Fast multi-scale local phase quantization histogram for face recognition
Pattern Recognition Letters
The small sample size problem of ICA: A comparative study and analysis
Pattern Recognition
Gabor feature-based fast neighborhood component analysis for face recognition
ICIC'12 Proceedings of the 8th international conference on Intelligent Computing Theories and Applications
Nearest neighbor classifier generalization through spatially constrained filters
Pattern Recognition
Object recognition using Gabor co-occurrence similarity
Pattern Recognition
Down Syndrome Diagnosis Based on Gabor Wavelet Transform
Journal of Medical Systems
Face hallucination based on morphological component analysis
Signal Processing
Face recognition with local gabor textons
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Face recognition by discriminant analysis with gabor tensor representation
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Learning multi-scale block local binary patterns for face recognition
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Information Sciences: an International Journal
V1-Inspired features induce a weighted margin in SVMs
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
All smiles: automatic photo enhancement by facial expression analysis
Proceedings of the 9th European Conference on Visual Media Production
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
Gabor-Based novel local, shape and color features for image classification
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part III
Human age estimation using ranking SVM
CCBR'12 Proceedings of the 7th Chinese conference on Biometric Recognition
Face recognition using fast neighborhood component analysis with spatially smooth regularizer
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Prediction of relevance between requests and web services using ANN and LR models
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part II
Face recognition after plastic surgery: a comprehensive study
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Fusing magnitude and phase features for robust 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
Hand vein recognition based on oriented gradient maps and local feature matching
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV
Rotation invariant co-occurrence among adjacent LBPs
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume Part I
Learning to name faces: a multimodal learning scheme for search-based face annotation
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Computational Intelligence and Neuroscience
Face recognition using Gabor-based direct linear discriminant analysis and support vector machine
Computers and Electrical Engineering
Semi-supervised evaluation of face recognition in videos
Proceedings of the International Workshop on Video and Image Ground Truth in Computer Vision Applications
Robust spectral regression for face recognition
Neurocomputing
Selective generation of Gabor features for fast face recognition on mobile devices
Pattern Recognition Letters
Batch Mode Active Sampling Based on Marginal Probability Distribution Matching
ACM Transactions on Knowledge Discovery from Data (TKDD) - Special Issue on ACM SIGKDD 2012
Face recognition with enhanced local directional patterns
Neurocomputing
Face verification using color sparse representation
IWDW'12 Proceedings of the 11th international conference on Digital Forensics and Watermaking
Face recognition using Weber local descriptors
Neurocomputing
Face recognition for web-scale datasets
Computer Vision and Image Understanding
Robust face recognition via occlusion dictionary learning
Pattern Recognition
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This paper introduces a novel Gabor-Fisher (1936) classifier (GFC) for face recognition. The GFC method, which is robust to changes in illumination and facial expression, applies the enhanced Fisher linear discriminant model (EFM) to an augmented Gabor feature vector derived from the Gabor wavelet representation of face images. The novelty of this paper comes from (1) the derivation of an augmented Gabor feature vector, whose dimensionality is further reduced using the EFM by considering both data compression and recognition (generalization) performance; (2) the development of a Gabor-Fisher classifier for multi-class problems; and (3) extensive performance evaluation studies. In particular, we performed comparative studies of different similarity measures applied to various classifiers. We also performed comparative experimental studies of various face recognition schemes, including our novel GFC method, the Gabor wavelet method, the eigenfaces method, the Fisherfaces method, the EFM method, the combination of Gabor and the eigenfaces method, and the combination of Gabor and the Fisherfaces method. The feasibility of the new GFC method has been successfully tested on face recognition using 600 FERET frontal face images corresponding to 200 subjects, which were acquired under variable illumination and facial expressions. The novel GFC method achieves 100% accuracy on face recognition using only 62 features