Journal papers
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• Camille Couprie, Leo Grady, Laurent Najman and Hugues Talbot
"Power watershed: A Unifying Graph-Based Optimization Framework"
IEEE Transactions on Pattern Analysis and Machine Intelligence,
vol. 33 (7), pp 1384-1399 (2011). PDF
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• Camille Couprie, Leo Grady, Hugues Talbot and Laurent Najman
"Combinatorial Continuous Maximum Flow"
SIAM Journal on Imaging Sciences,
vol. 4 (3), pp 905-930 (2011). PDF
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• Camille Couprie, Leo Grady, Laurent Najman, Jean-Christophe Pesquet, Hugues Talbot
"Constrained TV-based regularization on graphs"
Submitted, 2012.
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• Clement Farabet, Camille Couprie, Laurent Najman, Yann LeCun
"Learning Hierarchical Features for Scene Labeling"
Submitted, 2012.
International Conference papers
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• Clement Farabet, Camille Couprie, Laurent Najman, Yann LeCun
"Scene parsing with Multiscale Feature Learning, Purity Trees and Optimal Covers"
Accepted to International Conference on Machine Learning, 2012.
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• Camille Couprie, Hugues
Talbot, Jean-Christophe Pesquet, Laurent Najman, Leo Grady
"Dual constrained TV-based regularization"
IEEE International Conference on Acoustics, Speech and Signal Processing, Prague Congress Center, Prague, Czech Republic, May 22-27, 2011, pp 945-948 (2011). PDF [Presentation]
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• Camille Couprie, Xavier Bresson, Laurent Najman, Hugues
Talbot and Leo Grady
"Surface reconstruction using Power Watershed"
International Symposium on Mathematical Morphology, Verbania-Intra, Italy, July 6-8, 2011, pp 381-392 (2011). PDF
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• Camille Couprie, Leo Grady, Laurent Najman and Hugues Talbot
"Anisotropic Diffusion Using Power Watersheds"
IEEE International Conference on Image Processing, September 26-29, Hong Kong, China, pp 4153-4156, (2010). PDF
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• Camille Couprie, Leo Grady, Laurent Najman and Hugues Talbot
"Power Watersheds: A New Image Segmentation Framework Extending
Graph Cuts, Random Walker and Optimal Spanning Forest"
International Conference on Computer Vision, Kyoto, Japan, September 27 - October 4, 2009, pp 731-738 (2009). PDF [Poster] [Presentation]
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• Camille Couprie, Leo Grady, Laurent Najman and Hugues Talbot
"A New Image Segmentation Framework: Power Watersheds"
International Symposium on Mathematical Morphology, Groningen, The Netherlands, August 24-27, 2009, pp 53-55 (2009). PDF
PhD thesis
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• Camille Couprie
"Graph based variational optimization and applications in computer vision"
Universite de Marne-la-Vallee, ESIEE Paris, October 2011. PDF Synthese en francais video