Visual learning and recognition of 3-D objects from appearance
International Journal of Computer Vision
SIGGRAPH '96 Proceedings of the 23rd annual conference on Computer graphics and interactive techniques
SIGGRAPH '96 Proceedings of the 23rd annual conference on Computer graphics and interactive techniques
Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Linear Object Classes and Image Synthesis From a Single Example Image
IEEE Transactions on Pattern Analysis and Machine Intelligence
EigenTracking: Robust Matching and Tracking of Articulated Objects Using a View-Based Representation
International Journal of Computer Vision
What Is the Set of Images of an Object Under All Possible Illumination Conditions?
International Journal of Computer Vision
Robust recognition using eigenimages
Computer Vision and Image Understanding - Special issue on robusst statistical techniques in image understanding
The FERET Evaluation Methodology for Face-Recognition Algorithms
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Principal Component Analysis with Missing Data and Its Application to Polyhedral Object Modeling
IEEE Transactions on Pattern Analysis and Machine Intelligence
When Is the Shape of a Scene Unique Given Its Light-Field: A Fundamental Theorem of 3D Vision?
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Identification by Fitting a 3D Morphable Model Using Linear Shape and Texture Error Functions
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Fisher Light-Fields for Face Recognition across Pose and Illumination
Proceedings of the 24th DAGM Symposium on Pattern Recognition
A Framework for Robust Subspace Learning
International Journal of Computer Vision - Special Issue on Computational Vision at Brown University
Comparing Images under Variable Illumination
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
From Few to Many: Generative Models for Recognition Under Variable Pose and Illumination
FG '00 Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition 2000
Face recognition from one example view
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Eigen Light-Fields and Face Recognition Across Pose
FGR '02 Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition
Face Identification across Different Poses and Illuminations with a 3D Morphable Model
FGR '02 Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition
The CMU Pose, Illumination, and Expression Database
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Non-parametric and light-field deformable models
Computer Vision and Image Understanding
Multi-View AAM Fitting and Construction
International Journal of Computer Vision
Multi-View AAM Fitting and Construction
International Journal of Computer Vision
Overlapping on partitioned facial images
SSIP'06 Proceedings of the 6th WSEAS International Conference on Signal, Speech and Image Processing
A Viewpoint Invariant, Sparsely Registered, Patch Based, Face Verifier
International Journal of Computer Vision
Face recognition across pose: A review
Pattern Recognition
A 3D Face Model for Pose and Illumination Invariant Face Recognition
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
An MLP-based face authentication technique robust to orientation
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
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
Probabilistic learning for fully automatic face recognition across pose
Image and Vision Computing
Uncontrolled face recognition by individual stable neural network
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Face mosaicing for pose robust video-based recognition
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Block-wise 2D kernel PCA/LDA for face recognition
Information Processing Letters
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
SSIP'05 Proceedings of the 5th WSEAS international conference on Signal, speech and image processing
Computer Vision and Image Understanding
Cross-pose face recognition based on partial least squares
Pattern Recognition Letters
Face view synthesis across large angles
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
Statistical object recognition including color modeling
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Orthogonal discriminant vector for face recognition across pose
Pattern Recognition
Remote identification of faces: Problems, prospects, and progress
Pattern Recognition Letters
Synthesis of a face image at a desired pose from a given pose
Pattern Recognition Letters
Robust pose invariant face recognition using coupled latent space discriminant analysis
Computer Vision and Image Understanding
Real-time face detection and recognition on LEGO mindstorms NXT robot
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Parametric manifold of an object under different viewing directions
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
A real-time angle- and illumination-aware face recognition system based on artificial neural network
Applied Computational Intelligence and Soft Computing - Special issue on Awareness Science and Engineering
Local Linear Regression on Hybrid Eigenfaces for Pose Invariant Face Recognition
International Journal of Computer Vision and Image Processing
Rough set based pose invariant face recognition with mug shot images
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
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Abstract--Arguably the most important decision to be made when developing an object recognition algorithm is selecting the scene measurements or features on which to base the algorithm. In appearance-based object recognition, the features are chosen to be the pixel intensity values in an image of the object. These pixel intensities correspond directly to the radiance of light emitted from the object along certain rays in space. The set of all such radiance values over all possible rays is known as the plenoptic function or light-field. In this paper, we develop a theory of appearance-based object recognition from light-fields. This theory leads directly to an algorithm for face recognition across pose that uses as many images of the face as are available, from one upwards. All of the pixels, whichever image they come from, are treated equally and used to estimate the (eigen) light-field of the object. The eigen light-field is then used as the set of features on which to base recognition, analogously to how the pixel intensities are used in appearance-based face and object recognition.