Transformation Invariance in Pattern Recognition-Tangent Distance and Tangent Propagation

Statistical Image Object Recognition using Mixture Densities

Journal of Mathematical Imaging and Vision

On the Use of SDF-Type Filters for Distortion Parameter Estimation

IEEE Transactions on Pattern Analysis and Machine Intelligence

Statistical Learning of Multi-view Face Detection

ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV

On Affine Invariant Clustering and Automatic Cast Listing in Movies

ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III

Learning of Variability for Invariant Statistical Pattern Recognition

EMCL '01 Proceedings of the 12th European Conference on Machine Learning

Combination of Tangent Vectors and Local Representations for Handwritten Digit Recognition

Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition

Combined Classification of Handwritten Digits Using the 'Virtual Test Sample Method'

MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems

Maximum Entropy and Gaussian Models for Image Object Recognition

Proceedings of the 24th DAGM Symposium on Pattern Recognition

On different facets of regularization theory

Neural Computation

Constructing Descriptive and Discriminative Nonlinear Features: Rayleigh Coefficients in Kernel Feature Spaces

IEEE Transactions on Pattern Analysis and Machine Intelligence

A face location and recognition system based on tangent distance

Multimodal interface for human-machine communication

Adaptation in Statistical Pattern Recognition Using Tangent Vectors

IEEE Transactions on Pattern Analysis and Machine Intelligence

FloatBoost Learning and Statistical Face Detection

IEEE Transactions on Pattern Analysis and Machine Intelligence

Permutation invariant SVMs

ICML '06 Proceedings of the 23rd international conference on Machine learning

Using transformation knowledge for the classification of Raman spectra of biological samples

BioMed'06 Proceedings of the 24th IASTED international conference on Biomedical engineering

Illumination Invariant Face Recognition Using Near-Infrared Images

IEEE Transactions on Pattern Analysis and Machine Intelligence

Invariant kernel functions for pattern analysis and machine learning

Machine Learning

Non-isometric manifold learning: analysis and an algorithm

Proceedings of the 24th international conference on Machine learning

A transductive framework of distance metric learning by spectral dimensionality reduction

Proceedings of the 24th international conference on Machine learning

Boosted Landmarks of Contextual Descriptors and Forest-ECOC: A novel framework to detect and classify objects in cluttered scenes

Pattern Recognition Letters

Describing Visual Scenes Using Transformed Objects and Parts

International Journal of Computer Vision

Incorporating prior knowledge in support vector machines for classification: A review

Neurocomputing

Nearest Local Hyperplane Rules for Pattern Classification

AI*IA '07 Proceedings of the 10th Congress of the Italian Association for Artificial Intelligence on AI*IA 2007: Artificial Intelligence and Human-Oriented Computing

A novel modular neural network for imbalanced classification problems

Pattern Recognition Letters

Boosting Shift-Invariant Features

Proceedings of the 31st DAGM Symposium on Pattern Recognition

Kernel Methods in Computer Vision

Foundations and Trends® in Computer Graphics and Vision

Traffic sign recognition using evolutionary adaboost detection and forest-ECOC classification

IEEE Transactions on Intelligent Transportation Systems

Translation-invariant classification of non-stationary signals

Neurocomputing

A complete system of measurement invariants for Abelian lie transformation groups

Scale Space'03 Proceedings of the 4th international conference on Scale space methods in computer vision

Learning-based robot vision: principles and applications

Learning-based robot vision: principles and applications

Feature tracking for wide-baseline image retrieval

ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V

A novel robust kernel for visual learning problems

Neurocomputing

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

Motion compensation based on tangent distance prediction for video compression

Image Communication

Quantile based decision making rule of the neural networks committee for ill-posed approximation problems

Neurocomputing

Letters: Handwritten digit recognition using biologically inspired features

Neurocomputing

Face detection based on multi-block LBP representation

ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics

Efficient point-to-subspace query in ℓ1 with application to robust face recognition

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV

Local patch dissimilarity for images

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part I

Neural network modeling of vector multivariable functions in ill-posed approximation problems

Journal of Computer and Systems Sciences International

Semi-supervised discriminative common vector method for computer vision applications

Neurocomputing