Face Recognition: The Problem of Compensating for Changes in Illumination Direction
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
An efficient representation for irradiance environment maps
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
IEEE Transactions on Pattern Analysis and Machine Intelligence
Lambertian Reflectance and Linear Subspaces
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning Object Representation form Lighting Variations
ECCV '96 Proceedings of the International Workshop on Object Representation in Computer Vision II
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)
The CMU Pose, Illumination, and Expression (PIE) Database
FGR '02 Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition
Lambertian Reflectance and Linear Subspaces
Lambertian Reflectance and Linear Subspaces
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
Properties and performance of a center/surround retinex
IEEE Transactions on Image Processing
A multiscale retinex for bridging the gap between color images and the human observation of scenes
IEEE Transactions on Image Processing
Total Variation Models for Variable Lighting Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Using Biologically Inspired Features for Face Processing
International Journal of Computer Vision
Extension of cascaded simple feature based face detection to facial expression recognition
Pattern Recognition Letters
An efficient image normalization method for face recognition under varying illuminations
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
A pose-wise linear illumination manifold model for face recognition using video
Computer Vision and Image Understanding
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 Verification for Mobile Platforms
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
A methodology for rapid illumination-invariant face recognition using image processing filters
Computer Vision and Image Understanding
Illumination Invariant Face Detection Using Classifier Fusion
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Fusion of classifiers for illumination robust face recognition
Expert Systems with Applications: An International Journal
Increasing the Robustness of 2D Active Appearance Models for Real-World Applications
ICVS '09 Proceedings of the 7th International Conference on Computer Vision Systems: Computer Vision Systems
Face recognition under varying illumination using gradientfaces
IEEE Transactions on Image Processing
A robust eye detection method in facial region
MIRAGE'07 Proceedings of the 3rd international conference on Computer vision/computer graphics collaboration techniques
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
Recovering facial intrinsic images from a single input
ICIC'09 Proceedings of the 5th international conference on Emerging intelligent computing technology and applications
On a methodology for robust segmentation of nonideal iris images
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on game theory
Enhanced local texture feature sets for face recognition under difficult lighting conditions
IEEE Transactions on Image Processing
Lighting aware preprocessing for face recognition across varying illumination
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
A robust and scalable approach to face identification
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Face recognition based on 2D images under illumination and pose variations
Pattern Recognition Letters
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
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
Homomorphic filtering based illumination normalization method for face recognition
Pattern Recognition Letters
Efficient face recognition fusing dynamic morphological quotient image with local binary pattern
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
Variable lighting face recognition using discrete wavelet transform
Pattern Recognition Letters
Face recognition from video using the generic shape-illumination manifold
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Combination of projectional and locational decompositions for robust face recognition
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
Gaussian decomposition for robust face recognition
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Illumination invariant eye detection in facial images based on the retinex theory
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
A rough neurocomputing approach for illumination invariant face recognition system
RSKT'12 Proceedings of the 7th international conference on Rough Sets and Knowledge Technology
Robust pose invariant face recognition using coupled latent space discriminant analysis
Computer Vision and Image Understanding
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
ICCVG'12 Proceedings of the 2012 international conference on Computer Vision and Graphics
A comparative study on illumination preprocessing in face recognition
Pattern Recognition
Journal of Real-Time Image Processing
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 introduce the concept of Self-Quotient Image (SQI) for robust face recognition under varying lighting conditions. It is based on the Quotient Image method [4][5] to achieve lighting invariant. However, the SQI has three advantages: (1) It needs only one face image for extraction of intrinsic lighting invariant property of a face while removing extrinsic factor corresponding to the lighting. (2)No alignment is needed. (3) It works in shadow regions. The theoretical analysis on conditions where the algorithm is applicable and a non-iterative filtering algorithm for computing SQI are presented. Experiment results demonstrate the effectiveness of our method for robust face recognition under varying lighting conditions.