Multidimensional Morphable Models: A Framework for Representing and Matching Object Classes
International Journal of Computer Vision
When is it Possible to Identify 3D Objects From Single Images Using Class Constraints?
International Journal of Computer Vision
Visual Recognition and Categorization on the Basis of Similarities to Multiple Class Prototypes
International Journal of Computer Vision
Introduction: Learning and Vision at CBCL
International Journal of Computer Vision - special issue on learning and vision at the center for biological and computational learning, Massachusetts Institute of Technology
International Journal of Computer Vision - special issue on learning and vision at the center for biological and computational learning, Massachusetts Institute of Technology
The Quotient Image: Class-Based Re-Rendering and Recognition with Varying Illuminations
IEEE Transactions on Pattern Analysis and Machine Intelligence
Trainable videorealistic speech animation
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Training Invariant Support Vector Machines
Machine Learning
Hybrid wavelet-support vector classification of waveforms
Journal of Computational and Applied Mathematics
Reconstruction of Partially Damaged Face Images Based on a Morphable Face Model
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Reconstruction from Partial Information Based on a Morphable Face Model
BMCV '02 Proceedings of the Second International Workshop on Biologically Motivated Computer Vision
Learning over sets using kernel principal angles
The Journal of Machine Learning Research
Face recognition from a single image per person: A survey
Pattern Recognition
Virtual relevant documents in text categorization with support vector machines
Information Processing and Management: an International Journal
Incorporating prior knowledge in support vector regression
Machine Learning
Support vector regression from simulation data and few experimental samples
Information Sciences: an International Journal
Trainable videorealistic speech animation
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
The Journal of Machine Learning Research
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
A novel virtual sample generation method based on Gaussian distribution
Knowledge-Based Systems
How can we reconstruct facial image from partially occluded or low-resolution one?
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Synthesis of a face image at a desired pose from a given pose
Pattern Recognition Letters
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In this note we discuss how recognition can be achieved from a single 2D model view exploiting prior knowledge of an object''s structure (e.g. symmetry). We prove that for any bilaterally symmetric 3D object one non- accidental 2D model view is sufficient for recognition. Symmetries of higher order allow the recovery of structure from one 2D view. Linear transformations can be learned exactly from a small set of examples in the case of "linear object classes" and used to produce new views of an object from a single view.