Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection
IEEE Transactions on Pattern Analysis and Machine Intelligence
The FERET Evaluation Methodology for Face-Recognition Algorithms
IEEE Transactions on Pattern Analysis and Machine Intelligence
From Few to Many: Illumination Cone Models for Face Recognition under Variable Lighting and Pose
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Recognition Using Line Edge Map
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
ICAPR '01 Proceedings of the Second International Conference on Advances in Pattern Recognition
Biometrics
Fast features for face authentication under illumination direction changes
Pattern Recognition Letters
Robust Real-Time Face Detection
International Journal of Computer Vision
Simple Gabor feature space for invariant object recognition
Pattern Recognition Letters
Acquiring Linear Subspaces for Face Recognition under Variable Lighting
IEEE Transactions on Pattern Analysis and Machine Intelligence
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 - Volume 01
Face Recognition Using Face-ARG Matching
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
A review on Gabor wavelets for face recognition
Pattern Analysis & Applications
Face Recognition under Varying Lighting Based on the Probabilistic Model of Gabor Phase
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 03
Weighted Sub-Gabor for face recognition
Pattern Recognition Letters
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
Personal recognition based on an image of the palmar surface of the hand
Pattern Recognition
Information theory for Gabor feature selection for face recognition
EURASIP Journal on Applied Signal Processing
Journal of Cognitive Neuroscience
EURASIP Journal on Advances in Signal Processing
Robust Face Recognition via Sparse Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fusion of classifiers for illumination robust face recognition
Expert Systems with Applications: An International Journal
Complex wavelet transform-based face recognition
EURASIP Journal on Advances in Signal Processing
Histogram remapping as a preprocessing step for robust face recognition
WSEAS Transactions on Information Science and Applications
A New Gabor Phase Difference Pattern for Face and Ear Recognition
CAIP '09 Proceedings of the 13th International Conference on Computer Analysis of Images and Patterns
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
A Multidisciplinary Approach to Biometrics
IEEE Transactions on Education
IEEE Transactions on Image Processing
IEEE Transactions on Image Processing
An introduction to biometric recognition
IEEE Transactions on Circuits and Systems for Video Technology
A multi-modal face and signature biometric authentication system using a max-of-scores based fusion
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
Applied Soft Computing
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This paper develops a novel face recognition technique called Complete Gabor Fisher Classifier (CGFC). Different from existing techniques that use Gabor filters for deriving the Gabor face representation, the proposed approach does not rely solely on Gabor magnitude information but effectively uses features computed based on Gabor phase information as well. It represents one of the few successful attempts found in the literature of combining Gabor magnitude and phase information for robust face recognition. The novelty of the proposed CGFC technique comes from (1) the introduction of a Gabor phase-based face representation and (2) the combination of the recognition technique using the proposed representation with classical Gabor magnitude-based methods into a unified framework. The proposed face recognition framework is assessed in a series of face verification and identification experiments performed on the XM2VTS, Extended YaleB, FERET, and AR databases. The results of the assessment suggest that the proposed technique clearly outperforms state-of-the-art face recognition techniques from the literature and that its performance is almost unaffected by the presence of partial occlusions of the facial area, changes in facial expression, or severe illumination changes.