Introduction to statistical pattern recognition (2nd ed.)
Introduction to statistical pattern recognition (2nd ed.)
Dimension reduction by local principal component analysis
Neural Computation
Prior knowledge in support vector kernels
NIPS '97 Proceedings of the 1997 conference on Advances in neural information processing systems 10
A unifying review of linear Gaussian models
Neural Computation
Mixtures of probabilistic principal component analyzers
Neural Computation
Proceedings of the 1998 conference on Advances in neural information processing systems II
Neural Networks for Pattern Recognition
Neural Networks for Pattern Recognition
Statistical Image Object Recognition using Mixture Densities
Journal of Mathematical Imaging and Vision
Efficient Pattern Recognition Using a New Transformation Distance
Advances in Neural Information Processing Systems 5, [NIPS Conference]
Transformation Invariance in Pattern Recognition-Tangent Distance and Tangent Propagation
Neural Networks: Tricks of the Trade, this book is an outgrowth of a 1996 NIPS workshop
A Probabilistic View on Tangent Distance
Mustererkennung 2000, 22. DAGM-Symposium
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Modeling the manifolds of images of handwritten digits
IEEE Transactions on Neural Networks
Deformation Models for Image Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Medical image classification by supervised machine learning
AIC'06 Proceedings of the 6th WSEAS International Conference on Applied Informatics and Communications
Deformations, patches, and discriminative models for automatic annotation of medical radiographs
Pattern Recognition Letters
A diffusion wavelet approach for 3-D model matching
Computer-Aided Design
Boosting Shift-Invariant Features
Proceedings of the 31st DAGM Symposium on Pattern Recognition
Deformation-Aware Log-Linear Models
Proceedings of the 31st DAGM Symposium on Pattern Recognition
Manifold denoising as preprocessing for finding natural representations of data
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
A novel hierarchical fingerprint matching approach
Pattern Recognition
Pronunciation clustering and modeling of variability for appearance-based sign language recognition
GW'05 Proceedings of the 6th international conference on Gesture in Human-Computer Interaction and Simulation
Gesture recognition using image comparison methods
GW'05 Proceedings of the 6th international conference on Gesture in Human-Computer Interaction and Simulation
FIRE in ImageCLEF 2005: combining content-based image retrieval with textual information retrieval
CLEF'05 Proceedings of the 6th international conference on Cross-Language Evalution Forum: accessing Multilingual Information Repositories
Combining textual and visual features for cross-language medical image retrieval
CLEF'05 Proceedings of the 6th international conference on Cross-Language Evalution Forum: accessing Multilingual Information Repositories
PR'05 Proceedings of the 27th DAGM conference on Pattern Recognition
FIRE – flexible image retrieval engine: ImageCLEF 2004 evaluation
CLEF'04 Proceedings of the 5th conference on Cross-Language Evaluation Forum: multilingual Information Access for Text, Speech and Images
Learning deformations with parallel transport
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
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Abstract--We integrate the tangent method into a statistical framework for classification analytically and practically. The resulting consistent framework for adaptation allows us to efficiently estimate the tangent vectors representing the variability. The framework improves classification results on two real-world pattern recognition tasks from the domains handwritten character recognition and automatic speech recognition.