Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Recognition: The Problem of Compensating for Changes in Illumination Direction
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automatic Interpretation and Coding of Face Images Using Flexible Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Recognition by Elastic Bunch Graph Matching
IEEE Transactions on Pattern Analysis and Machine Intelligence
LCIS: a boundary hierarchy for detail-preserving contrast reduction
Proceedings of the 26th annual conference on Computer graphics and interactive techniques
The Quotient Image: Class-Based Re-Rendering and Recognition with Varying Illuminations
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
A signal-processing framework for inverse rendering
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Mean Shift: A Robust Approach Toward Feature Space Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fast bilateral filtering for the display of high-dynamic-range images
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
SIAM Journal on Numerical Analysis
A Variational Framework for Retinex
International Journal of Computer Vision
What is the set of images of an object under all possible lighting conditions?
CVPR '96 Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96)
Face Recognition by Support Vector Machines
FG '00 Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition 2000
The CMU Pose, Illumination, and Expression (PIE) Database
FGR '02 Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition
Bilateral Filtering for Gray and Color Images
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Illumination Normalization for Robust Face Recognition Against Varying Lighting Conditions
AMFG '03 Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 2 - Volume 02
An image preprocessing algorithm for illumination invariant face recognition
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Brightness perception, dynamic range and noise: a unifying model for adaptive image sensors
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
A comparison of photometric normalisation algorithms for face verification
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Face recognition under varying lighting conditions using self quotient image
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Face recognition under variable lighting using harmonic image exemplars
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
VLSM'05 Proceedings of the Third international conference on Variational, Geometric, and Level Set Methods in Computer Vision
A comparison of three total variation based texture extraction models
Journal of Visual Communication and Image Representation
A Gabor Quotient Image for Face Recognition under Varying Illumination
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
Real time face and mouth recognition using radial basis function neural networks
Expert Systems with Applications: An International Journal
Kernel TV-Based Quotient Image Employing Gabor Analysis and Its Application to Face Recognition
IEICE - Transactions on Information and Systems
A total variation-based algorithm for pixel-level image fusion
IEEE Transactions on Image Processing
Illumination compensation algorithm based on quadratic polynomial model
CCDC'09 Proceedings of the 21st annual international conference on Chinese Control and Decision Conference
Face recognition under varying illumination using gradientfaces
IEEE Transactions on Image Processing
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
A discriminated correlation classifier for face recognition
Proceedings of the 2010 ACM Symposium on Applied Computing
An illumination normalization model for face recognition under varied lighting conditions
Pattern Recognition Letters
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
Enhanced local texture feature sets for face recognition under difficult lighting conditions
IEEE Transactions on Image Processing
New total variation regularized L1 model for image restoration
Digital Signal Processing
Lighting aware preprocessing for face recognition across varying illumination
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Face liveness detection from a single image with sparse low rank bilinear discriminative model
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Illumination normalization for robust face recognition using discrete wavelet transform
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part III
An effective illumination compensation method for face recognition
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
Retrospective illumination correction of retinal images
Journal of Biomedical Imaging
Homomorphic filtering based illumination normalization method for face recognition
Pattern Recognition Letters
Image decomposition via learning the morphological diversity
Pattern Recognition Letters
Technical Section: Perception-driven facial expression synthesis
Computers and Graphics
Entropy-Scale profiles for texture segmentation
SSVM'11 Proceedings of the Third international conference on Scale Space and Variational Methods in Computer Vision
Kinship verification through transfer learning
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
A novel efficient local illumination compensation method based on DCT in logarithm domain
Pattern Recognition Letters
Remote identification of faces: Problems, prospects, and progress
Pattern Recognition Letters
Separability oriented preprocessing for illumination-insensitive face recognition
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
Robust recognition against illumination variations based on SIFT
ICIRA'12 Proceedings of the 5th international conference on Intelligent Robotics and Applications - Volume Part III
Complete gradient face: a novel illumination invariant descriptor
CCBR'12 Proceedings of the 7th Chinese conference on Biometric Recognition
A study on the effective approach to illumination-invariant face recognition based on a single image
CCBR'12 Proceedings of the 7th Chinese conference on Biometric Recognition
Proximity algorithms for the L1/TV image denoising model
Advances in Computational Mathematics
Illumination normalization for face recognition under extreme lighting conditions
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
An Illumination Robust Algorithm for Face Recognition Via SRC and Gradientfaces
Proceedings of the Second International Conference on Innovative Computing and Cloud Computing
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In this paper, we present the logarithmic total variation (LTV) model for face recognition under varying illumination, including natural lighting conditions, where we rarely know the strength, direction, or number of light sources. The proposed LTV model has the ability to factorize a single face image and obtain the illumination invariant facial structure, which is then used for face recognition. Our model is inspired by the SQI model but has better edge-preserving ability and simpler parameter selection. The merit of this model is that neither does it require any lighting assumption nor does it need any training. The LTV model reaches very high recognition rates in the tests using both Yale and CMU PIE face databases as well as a face database containing 765 subjects under outdoor lighting conditions.