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POPCORN: Progressive Pseudo-labeling with Consistency Regularization and Neighboring


Sep 13, 2021
Reda Abdellah Kamraoui, Vinh-Thong Ta, Nicolas Papadakis, Fanny Compaire, José V Manjon, Pierrick Coupé

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Towards broader generalization of deep learning methods for multiple sclerosis lesion segmentation


Dec 14, 2020
Reda Abdellah Kamraoui, Vinh-Thong Ta, Thomas Tourdias, Boris Mansencal, José V Manjon, Pierrick Coupé

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AssemblyNet: A large ensemble of CNNs for 3D Whole Brain MRI Segmentation


Nov 20, 2019
Pierrick Coupé, Boris Mansencal, Michaël Clément, Rémi Giraud, Baudouin Denis de Senneville, Vinh-Thong Ta, Vincent Lepetit, José V. Manjon

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* arXiv admin note: substantial text overlap with arXiv:1906.01862 

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Multi-scale Graph-based Grading for Alzheimer's Disease Prediction


Jul 15, 2019
Kilian Hett, Vinh-Thong Ta, José V. Manjón, Pierrick Coupé

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AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation


Jun 05, 2019
Pierrick Coupé, Boris Mansencal, Michaël Clément, Rémi Giraud, Baudouin Denis de Senneville, Vinh-Thong Ta, Vincent Lepetit, José V. Manjon

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Robust superpixels using color and contour features along linear path


Mar 17, 2019
RĂ©mi Giraud, Vinh-Thong Ta, Nicolas Papadakis

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* Computer Vision and Image Understanding (CVIU), 2018 

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SuperPatchMatch: an Algorithm for Robust Correspondences using Superpixel Patches


Mar 17, 2019
Rémi Giraud, Vinh-Thong Ta, Aurélie Bugeau, Pierrick Coupé, Nicolas Papadakis

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* IEEE Transactions on Image Processing (TIP), 2017 Selected for presentation at IEEE International Conference on Image Processing (ICIP) 2017 

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An Optimized PatchMatch for Multi-scale and Multi-feature Label Fusion


Mar 17, 2019
Rémi Giraud, Vinh-Thong Ta, Nicolas Papadakis, José V. Manjón, D. Louis Collins, Pierrick Coupé, Alzheimer's Disease Neuroimaging Initiative

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* Neuroimage 2016 

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Evaluation Framework of Superpixel Methods with a Global Regularity Measure


Mar 17, 2019
RĂ©mi Giraud, Vinh-Thong Ta, Nicolas Papadakis

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* Journal of Electronic Imaging (JEI), 2017 Special issue on Superpixels for Image Processing and Computer Vision 

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SCALP: Superpixels with Contour Adherence using Linear Path


Mar 17, 2019
RĂ©mi Giraud, Vinh-Thong Ta, Nicolas Papadakis

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* International Conference on Pattern Recognition (ICPR) 2016 

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