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Publications of Bertrand Le Saux

You can download a bibfile with all those entries.

2013

Rapid semantic mapping: learn environment classifiers on the fly
Bertrand Le Saux and Martial Sanfourche
International Conference on Robots and Systems (IROS'2013), Tokyo, November 2013
[ pdf vid#1 vid#2 ]
Apprentissage interactif par Online Gradient Boost en télédétection
Bertrand Le Saux
Colloque Gretsi 2013, Brest, September 2013
[ pdf ]
Urban change detection in SAR images by interactive learning
Bertrand Le Saux, Hicham Randrianarivo
EEE International Geoscience and Remote Sensing Symposium (IGARSS'2013), Melbourne, Australia, July 2013
[ pdf ]
Man-made structure detection with deformable part-based models
Hicham Randrianarivo, Bertrand Le Saux, Marin Ferecatu
EEE International Geoscience and Remote Sensing Symposium (IGARSS'2013), Melbourne, Australia, July 2013
[ pdf ]

2012

Boosting for interactive man-made structure classification
Nicolas Chauffert, Jonathan Israël, Bertrand Le Saux
IEEE International Geoscience and Remote Sensing Symposium (IGARSS'2012), Munich, Germany, July 2012
[ pdf ]
GPU-accelerated One-Class SVM for exploration of remote sensing data
Fabien Giannesini and Bertrand Le Saux
IEEE International Geoscience and Remote Sensing Symposium (IGARSS'2012), Munich, Germany, July 2012
[ pdf ]

2011

Robust vehicle categorization from aerial images by. 3D-template matching and multiple classifier system
Bertrand Le Saux and Martial Sanfourche
IEEE International Symposium on Image and Signal Processing and Analysis (ISPA'11), Dubrovnik, Croatia, September 2011
[ pdf ]

2009

Isotropic high resolution 3D confocal micro-rotation imaging for non-adherent living cells
Bertrand Le Saux, Bernard Chalmond, Yong Yu, Alain Trouvé, Olivier Renaud, Spencer L. Shorte
Journal of Microscopy, 233, pp.404-416, 2009
[ pdf ]

2008

Micro-rotation Imaging Deconvolution
Bertrand Le Saux, Bernard Chalmond, Yong Yu, Alain Trouvé, Olivier Renaud, Spencer L. Shorte
IEEE International Symposium on Biomedical Imaging (ISBI'08), Paris, France, May 2008
[ pdf ]

2006

Combining SVM and Graph Matching in a Multiple Classifier System for Image Content Recognition
Bertrand Le Saux and Horst Bunke
Workshop on Statistical Pattern Recognition (S+SSPR'06) of the IAPR International Conference on Pattern Recognition (ICPR'06), Hong Kong, China, August 2006
[ pdf ps ]

2005

Feature selection for graph-based image classifiers
Bertrand Le Saux and Horst Bunke
IAPR Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA'05), Estoril, Portugal, June 2005
[ pdf ps ]

2004

Image recognition for digital libraries
Bertrand Le Saux and Giuseppe Amato
ACM MultiMedia/Workshop on Multimedia Information Retrieval (MIR'04), New-York, NY, USA, October 2004
[ pdf ps ]
Image classifiers for scene analysis
Bertrand Le Saux and Giuseppe Amato
International Conference on Computer Vision and Graphics (ICCVG'04), Warsaw, Poland, September 2004
[ pdf ps ]
Image Annotation with Presence-Vector Classifiers
Bertrand Le Saux and Giuseppe Amato
ERCIM news, issue 58, July 2004
[ pdf ps html ]
Image recognition for digital libraries
Bertrand Le Saux and Giuseppe Amato
ISTI research report #2004-TR-24
[ pdf ]
Image database clustering with SVM-based class personalization
Bertrand Le Saux and Nozha Boujemaa
IS&T/SPIE Conference on Storage and Retrieval Methods and Applications for Multimedia / Electronic Imaging symposium, San José, CA, USA, January 2004
[ pdf ps ]

2003

Classification non exclusive et personnalisation par apprentissage : Application à la navigation dans les bases d'images
Bertrand Le Saux
PhD Thesis, July 2003
[ pdf ps summary ]
Adaptive Robust Clustering with Proximity-Based Merging for Video-Summary
Bertrand Le Saux, Nizar Grira and Nozha Boujemaa
IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'2003), Saint-Louis, MO, USA, May 2003
[ pdf ps ]

2002

Unsupervised Robust Clustering for Image Database Categorization
Bertrand Le Saux and Nozha Boujemaa
IEEE-IAPR International Conference on Pattern Recognition (ICPR'2002), Québec, Canada, August 2002
[ pdf ps ]
Unsupervised Categorization for Image Database Overview
Bertrand Le Saux and Nozha Boujemaa
International Conference on Visual Information System (VISUAL'2002), Hsin-Chu, Taiwan, March 2002 - LNCS 2314
[ pdf ps ]

2001

Interactive Specific and Generic Image Retrieval
Nozha Boujemaa, Julien Fauqueur, Marin Ferecatu, François Fleuret, Valérie Gouet, Bertrand Le Saux and Hichem Sahbi
NSF/INRIA/Berkeley/IBM MMCBIR Workshop, INRIA Rocquencourt, France, September 2001
[ pdf ]
Image Database Browsing
Bertrand Le Saux and Nozha Boujemaa
NSF/INRIA/Berkeley/IBM MMCBIR Workshop, INRIA Rocquencourt, France, September 2001
[ pdf ps ]