Vinh-Thong Ta

According to our database, Vinh-Thong Ta authored at least 52 papers between 2008 and 2022.

Collaborative distances:

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

2022

DeepLesionBrain: Towards a broader deep-learning generalization for multiple sclerosis lesion segmentation.

Reda Abdellah Kamraoui, Vinh-Thong Ta, Thomas Tourdias, Boris Mansencal, José V. Manjón, Pierrick Coupé

Medical Image Anal., 2022

2021

Editorial of the special issue on Computational Image Editing.

Marcelo Bertalmío, Rémi Giraud, Seungyong Lee, Olivier Lézoray, Vinh-Thong Ta, David Tschumperlé

Signal Process. Image Commun., 2021

Multi-scale graph-based grading for Alzheimer's disease prediction.

Kilian Hett, Vinh-Thong Ta, Ipek Oguz, José V. Manjón, Pierrick Coupé

Medical Image Anal., 2021

POPCORN: Progressive Pseudo-Labeling with Consistency Regularization and Neighboring.

Reda Abdellah Kamraoui, Vinh-Thong Ta, Nicolas Papadakis, Fanny Compaire, José V. Manjón, Pierrick Coupé

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020

AssemblyNet: A large ensemble of CNNs for 3D whole brain MRI segmentation.

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

NeuroImage, 2020

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

Reda Abdellah Kamraoui, Vinh-Thong Ta, Thomas Tourdias, Boris Mansencal, José V. Manjón, Pierrick Coupé

CoRR, 2020

2019

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

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

CoRR, 2019

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

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

CoRR, 2019

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

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Texture-Aware Superpixel Segmentation.

Rémi Giraud, Vinh-Thong Ta, Nicolas Papadakis, Yannick Berthoumieu

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Robust superpixels using color and contour features along linear path.

Rémi Giraud, Vinh-Thong Ta, Nicolas Papadakis

Comput. Vis. Image Underst., 2018

Adaptive fusion of texture-based grading for Alzheimer's disease classification.

Kilian Hett, Vinh-Thong Ta, José V. Manjón, Pierrick Coupé, Alzheimer's Disease Neuroimaging Initiative

Comput. Medical Imaging Graph., 2018

Graph of Hippocampal Subfields Grading for Alzheimer's Disease Prediction.

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

Proceedings of the Machine Learning in Medical Imaging - 9th International Workshop, 2018

Graph of Brain Structures Grading for Early Detection of Alzheimer's Disease.

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017

SuperPatchMatch: An Algorithm for Robust Correspondences Using Superpixel Patches.

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

IEEE Trans. Image Process., 2017

Interactive Video Colorization Within a Variational Framework.

Fabien Pierre, Jean-François Aujol, Aurélie Bugeau, Vinh-Thong Ta

SIAM J. Imaging Sci., 2017

CERES: A new cerebellum lobule segmentation method.

José E. Romero, Pierrick Coupé, Rémi Giraud, Vinh-Thong Ta, Vladimir S. Fonov, Min Tae M. Park, M. Mallar Chakravarty, Aristotle N. Voineskos, José V. Manjón

NeuroImage, 2017

Variational Contrast Enhancement of Gray-Scale and RGB Images.

Fabien Pierre, Jean-François Aujol, Aurélie Bugeau, Gabriele Steidl, Vinh-Thong Ta

J. Math. Imaging Vis., 2017

Evaluation framework of superpixel methods with a global regularity measure.

Rémi Giraud, Vinh-Thong Ta, Nicolas Papadakis

J. Electronic Imaging, 2017

Adaptive Fusion of Texture-Based Grading: Application to Alzheimer's Disease Detection.

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

Proceedings of the Patch-Based Techniques in Medical Imaging, 2017

Robust shape regularity criteria for superpixel evaluation.

Rémi Giraud, Vinh-Thong Ta, Nicolas Papadakis

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Superpixel-based color transfer.

Rémi Giraud, Vinh-Thong Ta, Nicolas Papadakis

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016

An Optimized PatchMatch for multi-scale and multi-feature label fusion.

Rémi Giraud, Vinh-Thong Ta, Nicolas Papadakis, José V. Manjón, D. Louis Collins, Pierrick Coupé

NeuroImage, 2016

Patch-Based DTI Grading: Application to Alzheimer's Disease Classification.

Kilian Hett, Vinh-Thong Ta, Rémi Giraud, Mary Mondino, José V. Manjón, Pierrick Coupé

Proceedings of the Patch-Based Techniques in Medical Imaging, 2016

SCALP: Superpixels with Contour Adherence using Linear Path.

Rémi Giraud, Vinh-Thong Ta, Nicolas Papadakis

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Hue-preserving perceptual contrast enhancement.

Fabien Pierre, Jean-François Aujol, Aurélie Bugeau, Gabriele Steidl, Vinh-Thong Ta

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015

Luminance-Chrominance Model for Image Colorization.

Fabien Pierre, Jean-François Aujol, Aurélie Bugeau, Nicolas Papadakis, Vinh-Thong Ta

SIAM J. Imaging Sci., 2015

Luminance-Hue Specification in the RGB Space.

Fabien Pierre, Jean-François Aujol, Aurélie Bugeau, Vinh-Thong Ta

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2015

Face de-identification with expressions preservation.

Geoffrey Letournel, Aurélie Bugeau, Vinh-Thong Ta, Jean-Philippe Domenger

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014

Variational Exemplar-Based Image Colorization.

Aurélie Bugeau, Vinh-Thong Ta, Nicolas Papadakis

IEEE Trans. Image Process., 2014

Optimized PatchMatch for Near Real Time and Accurate Label Fusion.

Vinh-Thong Ta, Rémi Giraud, D. Louis Collins, Pierrick Coupé

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Anatomically Constrained Weak Classifier Fusion for Early Detection of Alzheimer's Disease.

Mawulawoé Komlagan, Vinh-Thong Ta, Xingyu Pan, Jean-Philippe Domenger, D. Louis Collins, Pierrick Coupé

Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014

Exemplar-based colorization in RGB color space.

Fabien Pierre, Jean-François Aujol, Aurélie Bugeau, Nicolas Papadakis, Vinh-Thong Ta

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

A Unified Model for Image Colorization.

Fabien Pierre, Jean-François Aujol, Aurélie Bugeau, Vinh-Thong Ta

Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2012

Patch-based image colorization.

Aurélie Bugeau, Vinh-Thong Ta

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Nonlocal PdES on graphs for active contours models with applications to image segmentation and data clustering.

Olivier Lézoray, Abderrahim Elmoataz, Vinh-Thong Ta

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Nonlocal PDEs-Based Morphology on Weighted Graphs for Image and Data Processing.

Vinh-Thong Ta, Abderrahim Elmoataz, Olivier Lezoray

IEEE Trans. Image Process., 2011

Multi-resolution graph-based analysis of histopathological whole slide images: Application to mitotic cell extraction and visualization.

Vincent Roullier, Olivier Lezoray, Vinh-Thong Ta, Abderrahim Elmoataz

Comput. Medical Imaging Graph., 2011

2010

Partial differences as tools for filtering data on graphs.

Olivier Lezoray, Vinh-Thong Ta, Abderrahim Elmoataz

Pattern Recognit. Lett., 2010

Mitosis Extraction in Breast-Cancer Histopathological Whole Slide Images.

Vincent Roullier, Olivier Lezoray, Vinh-Thong Ta, Abderrahim Elmoataz

Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

Efficient Algorithms for Image and High Dimensional Data Processing Using Eikonal Equation on Graphs.

Xavier Desquesnes, Abderrahim Elmoataz, Olivier Lezoray, Vinh-Thong Ta

Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

Graph-based multi-resolution segmentation of histological whole slide images.

Vincent Roullier, Vinh-Thong Ta, Olivier Lezoray, Abderrahim Elmoataz

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Nonlocal Multiscale Hierarchical Decomposition on Graphs.

Moncef Hidane, Olivier Lezoray, Vinh-Thong Ta, Abderrahim Elmoataz

Proceedings of the Computer Vision, 2010

2009

Equations aux différences partielles définies sur des graphes pour le traitement d'images et de données. (Partial difference equations over graphs for image and data processing).

Vinh-Thong Ta

PhD thesis, 2009

Graph-based tools for microscopic cellular image segmentation.

Vinh-Thong Ta, Olivier Lezoray, Abderrahim Elmoataz, Sophie Schüpp

Pattern Recognit., 2009

Adaptation of Eikonal Equation over Weighted Graph.

Vinh-Thong Ta, Abderrahim Elmoataz, Olivier Lezoray

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009

2008

Nonlocal morphological levelings by partial difference equations over weighted graphs.

Vinh-Thong Ta, Abderrahim Elmoataz, Olivier Lezoray

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Nonlocal graph regularization for image colorization.

Olivier Lezoray, Vinh-Thong Ta, Abderrahim Elmoataz

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Impulse noise removal by spectral clustering and regularization on graphs.

Olivier Lezoray, Vinh-Thong Ta, Abderrahim Elmoataz

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Partial difference equations on graphs for Mathematical Morphology operators over images and manifolds.

Vinh-Thong Ta, Abderrahim Elmoataz, Olivier Lezoray

Proceedings of the International Conference on Image Processing, 2008

Partial Difference Equations over Graphs: Morphological Processing of Arbitrary Discrete Data.

Vinh-Thong Ta, Abderrahim Elmoataz, Olivier Lezoray

Proceedings of the Computer Vision, 2008

Learning graph neighborhood topological order for image and manifold morphological processing.

Olivier Lézoray, Abderrahim Elmoataz, Vinh-Thong Ta

Proceedings of 8th IEEE International Conference on Computer and Information Technology, 2008