Gilles Lebrun

According to our database, Gilles Lebrun authored at least 13 papers between 2004 and 2012.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2012

Machine learning to design full-reference image quality assessment algorithm.

Christophe Charrier, Olivier Lézoray, Gilles Lebrun

Signal Process. Image Commun., 2012

A Machine Learning Regression scheme to design a FR-Image Quality Assessment Algorithm.

Christophe Charrier, Olivier Lézoray, Gilles Lebrun

Proceedings of the 6th European Conference on Colour in Graphics, Imaging, and Vision, 2012

2009

EA Multi-Model Selection for SVM.

Gilles Lebrun, Olivier Lezoray, Christophe Charrier, Hubert Cardot

Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

2008

Tabu Search Model Selection for SVM.

Gilles Lebrun, Christophe Charrier, Olivier Lezoray, Hubert Cardot

Int. J. Neural Syst., 2008

2007

Evidential Segmentation of Microscopic Color Images with Pixel Classification Posterior Probabilities.

Christophe Charrier, Gilles Lebrun, Olivier Lezoray

J. Multim., 2007

An EA Multi-model Selection for SVM Multiclass Schemes.

Gilles Lebrun, Olivier Lezoray, Christophe Charrier, Hubert Cardot

Proceedings of the Computational and Ambient Intelligence, 2007

2006

Sélection de modèles pour la classification supervisée avec des SVM (Séparateurs à Vaste Marge). Application en traitement et analyse d'images. (Model selection for supervised classification with Support Vector Machines. Application to image processing and analysis ).

Gilles Lebrun

PhD thesis, 2006

Speed-Up LOO-CV with SVM Classifier.

Gilles Lebrun, Olivier Lezoray, Christophe Charrier, Hubert Cardot

Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

A New Model Selection Method for SVM.

Gilles Lebrun, Olivier Lezoray, Christophe Charrier, Hubert Cardot

Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

Fusion of SVM-Based Microscopic Color Images Through Colorimetric Transformation.

Christophe Charrier, Gilles Lebrun, Olivier Lézoray

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

A Machine Learning-based Color Image Quality Metric.

Christophe Charrier, Gilles Lebrun, Olivier Lezoray

Proceedings of the 3rd European Conference on Colour in Graphics, Imaging, and Vision, 2006

2005

Fast Pixel Classification by SVM Using Vector Quantization, Tabu Search and Hybrid Color Space.

Gilles Lebrun, Christophe Charrier, Olivier Lezoray, Cyril Meurie, Hubert Cardot

Proceedings of the Computer Analysis of Images and Patterns, 11th International Conference, 2005

2004

SVM Training Time Reduction using Vector Quantization.

Gilles Lebrun, Christophe Charrier, Hubert Cardot

Proceedings of the 17th International Conference on Pattern Recognition, 2004