Motion and Structure from Orthographic Projections
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image Representation by Sign Information
IEEE Transactions on Pattern Analysis and Machine Intelligence
A physical approach to color image understanding
International Journal of Computer Vision
Recognizing solid objects by alignment with an image
International Journal of Computer Vision
The Design and Use of Steerable Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Grouping contours by iterated pairing network
NIPS-3 Proceedings of the 1990 conference on Advances in neural information processing systems 3
Geometric invariance in computer vision
Geometric invariance in computer vision
Relative Affine Structure: Canonical Model for 3D From 2D Geometry and Applications
IEEE Transactions on Pattern Analysis and Machine Intelligence
Perceptual Organization and Visual Recognition
Perceptual Organization and Visual Recognition
Robot Vision
Applications of Invariance in Computer Vision: Second Joint European-U. S. Workshop, Ponta Delgada, Azores, Portugal, October 9-14, 1993
Projective Structure from Uncalibrated Images: Structure From Motion and Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Algebraic Functions For Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
What can be seen in three dimensions with an uncalibrated stereo rig
ECCV '92 Proceedings of the Second European Conference on Computer Vision
The Quadric Reference Surface: Applications in Registering Views of Complex 3D Objects
ECCV '94 Proceedings of the Third European Conference-Volume II on Computer Vision - Volume II
Correspondence and Affine Shape from Two Orthographic Views: Motion and Recognition
Correspondence and Affine Shape from Two Orthographic Views: Motion and Recognition
Geometry and Photometry in 3D Visual Recognition
Geometry and Photometry in 3D Visual Recognition
Recognition by Linear Combination of Models
Recognition by Linear Combination of Models
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
The Quadric Reference Surface: Theory and Applications
International Journal of Computer Vision
Model-based varying pose face detection and facial feature registration in video images
MULTIMEDIA '00 Proceedings of the eighth ACM international conference on Multimedia
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
The Radiometry of Multiple Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Representing and Recognizing the Visual Appearance of Materials using Three-dimensional Textons
International Journal of Computer Vision
Relighting with the Reflected Irradiance Field: Representation, Sampling and Reconstruction
International Journal of Computer Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Lambertian Reflectance and Linear Subspaces
IEEE Transactions on Pattern Analysis and Machine Intelligence
Principal Component Analysis over Continuous Subspaces and Intersection of Half-Spaces
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Recovery of Reflectances and Varying Illuminants from Multiple Views
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Constructing Illumination Image Basis from Object Motion
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Clustering Appearances of 3D Objects
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Comparing Images under Variable Illumination
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Illumination ratio image: synthesizing and recognition with varying illuminations
Pattern Recognition Letters
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
Rank Constrained Recognition under Unknown Illuminations
AMFG '03 Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures
Segmented Linear Subspaces for Illumination-Robust Face Recognition
International Journal of Computer Vision
Illumination insensitive recognition using eigenspaces
Computer Vision and Image Understanding
ACM Transactions on Graphics (TOG)
Acquiring Linear Subspaces for Face Recognition under Variable Lighting
IEEE Transactions on Pattern Analysis and Machine Intelligence
Clustered Blockwise PCA for Representing Visual Data
IEEE Transactions on Pattern Analysis and Machine Intelligence
Non-negative tensor factorization with applications to statistics and computer vision
ICML '05 Proceedings of the 22nd international conference on Machine learning
Surface Dependent Representations for Illumination Insensitive Image Comparison
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Photometric Stereo with General, Unknown Lighting
International Journal of Computer Vision
Shadow compensation in 2D images for face recognition
Pattern Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiplexing for Optimal Lighting
IEEE Transactions on Pattern Analysis and Machine Intelligence
Appearance Sampling of Real Objects for Variable Illumination
International Journal of Computer Vision
Recovery of Surface Normals and Reflectance from Different Lighting Conditions
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Retinex Combined with Total Variation for Image Illumination Normalization
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
International Journal of Computer Vision
Adaptive object detection and recognition based on a feedback strategy
Image and Vision Computing
Illumination invariant face recognition
Pattern Recognition
Perfect histogram matching PCA for face recognition
Multidimensional Systems and Signal Processing
Visibility subspaces: uncalibrated photometric stereo with shadows
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Lighting aware preprocessing for face recognition across varying illumination
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Photometric stereo under low frequency environment illumination
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
Illuminating light field: image-based face recognition across illuminations and poses
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Joint manifold distance: a new approach to appearance based clustering
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Object recognition based on photometric alignment using ransac
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Effects of image segmentation for approximating object appearance under near lighting
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
The 4-source photometric stereo under general unknown lighting
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Face recognition under varying lighting based on derivates of log image
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Parametric manifold of an object under different viewing directions
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Two-Image perspective photometric stereo using shape-from-shading
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV
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We describe the problem of recognition under changing illuminationconditions and changing viewing positions from a computationaland human vision perspective. On thecomputational side we focus on the mathematical problems of creatingan equivalence class for images of the same 3D object undergoingcertain groups of transformations—mostly those due to changingillumination, and briefly discuss those due to changing viewingpositions. The computational treatment culminates in proposing asimple scheme for recognizing, via alignment, an image of a familiar objecttaken from a novel viewing position and a novel illuminationcondition. On the human vision aspect, the paper is motivated byempirical evidence inspired by Mooney images of faces that suggest a relativelyhigh level of visual processing is involved in compensating forphotometric sources of variability, and furthermore, that certainlimitations on the admissible representations of image information mayexist. The psychophysical observations and the computational resultsthat follow agree in several important respects, such as the same (apparent)limitations on image representations.