Bordeaux INP/ENSEIRB-MATMECA
LaBRI - CNRS - Pictura

Vinh-Thong Ta
Associate Professor in Computer Science

Vinh Thong Ta, Semi-supervised Segmentation with Berkeley Image Segmentation Dataset Benchmark Vinh Thong Ta, Morphological Opening on USPS Zip Code Digit Handwritten Dataset Vinh Thong Ta, Fast Energy Partition with Histological Image
  1. An Optimized PatchMatch for Multi-scale and Multi-feature Label Fusion [bib]
    R. Giraud, Vinh-Thong Ta, N. Papadakis, J. V. Monjón, D.-L. Collins and P. Coupé (Neuroimage 2015)
    NeuroImage.
  2. Luminance-Chrominance Model for Image Colorization [bib]
    F. Pierre, J.-F. Aujol, A. Bugeau, N. Papadakis, and Vinh-Thong Ta (SImS 2015)
    SIAM Journal on Imaging Sciences. pp. 536--563.
  3. "Face De-Identification with Expressions Preservation [bib]
    G. Letournel, A. Bugeau, Vinh-Thong Ta and J.-P. Domenger (ICIP 2015)
    Proc. of ICIP.
  4. Luminance-Hue Specification in the RGB Space [bib]
    F. Pierre, J.-F. Aujol, A. Bugeau and Vinh-Thong Ta (SSVM 2015)
    Proc. of SSVM. pp. 417--424.
  5. Optimisation de l'algorithme PatchMatch pour la segmentation de structures anatomiques [bib]
    R. Giraud, Vinh-Thong Ta, N. Papadakis, D.-L. Collins and P. Coupé (GRETSI 2015)
    Proc. of Actes du GRETSI.
  6. Combinaison linéaire optimale de métriques pour la colorisation d'images [bib]
    F. Pierre, J.-F. Aujol, A. Bugeau and Vinh-Thong Ta (GRETSI 2015)
    Proc. of Actes du GRETSI. pp. 417--424.
  7. Optimisation de l'algorithme PatchMatch pour la segmentation de structures anatomiques [bib]
    R. Giraud, Vinh-Thong Ta, N. Papadakis, D.-L. Collins and P. Coupé (HAL 2015)
    Univ. Bordeaux, LaBRI, UMR 5800, F-33400 Talence, France - hal-01170197. 2015
  8. Variational Exemplar-Based Image Colorization [bib]
    A. Bugeau, Vinh-Thong Ta, and N. Papadakis (IEEE TIP 2014)
    IEEE transactions on Image Processing. Volume 23 (1), pp. 298--307.
  9. Optimized PatchMatch for Near Real Time and Accurate Label Fusion [bib]
    Vinh-Thong Ta, R. Giraud, D.-L. Collins and P. Coupé (MICCAI 2014)
    Proc. of MICCAI 2014. pp. 105--112. Oral Session
  10. Anatomically Constrained Weak Classifier Fusion for Early Detection of Alzheimer's Disease [bib]
    M. Komlagan, Vinh-Thong Ta, X. Pan, J.-P. Domenger, D.-L. Collins and P. Coupé (MLMI 2014)
    Proc. of MICCAI, MLMI workshop. pp. 141--148.
  11. A Unified Model for Image Colorization [bib]
    F. Pierre, J.-F. Aujol, A. Bugeau and Vinh-Thong Ta (CPCV 2014)
    Proc. of ECCV, CPCV Workshop. pp. 1--12.
  12. Exemplar-based Colorization In RGB Color Space [bib]
    F. Pierre, J.-F. Aujol, A. Bugeau; N. Papadakis and Vinh-Thong Ta (ICIP 2014)
    Proc. of ICIP.
  13. Exemplar-based Colorization Using RGB [bib]
    J.-F. Aujol, F. Pierre, A. Bugeau; N. Papadakis and Vinh-Thong Ta (SIAM-IS 2014)
    Proc. of SIAM-Conference on Imaging Science.
  14. Anonymisation fine de visages avec préservation des expressions faciales [bib]
    G. Letournel, A. Bugeau, Vinh-Thong Ta, J.-P. Domenger and M. C. Manes Gallo (RFIA 2014)
    Proc. of Actes de RFIA.
  15. Luminance-Chrominance Model for Image Colorization [bib]
    F. Pierre, J.-F. Aujol, A. Bugeau, N. Papadakis and Vinh-Thong Ta (HAL 2014)
    Univ. Bordeaux, LaBRI, UMR 5800, F-33400 Talence, France - hal-01051308. 2014
  16. Hue Constrained Image Colorization in the RGB Space [bib]
    F. Pierre, J.-F. Aujol, A. Bugeau and Vinh-Thong Ta (HAL 2014)
    Univ. Bordeaux, LaBRI, UMR 5800, F-33400 Talence, France - hal-00995724. 2014
  17. Segmentation d'images par approximation du Cheeger Cut [bib]
    L. Paulhac, Vinh-Thong Ta and R. Mégret (GRETSI 2013)
    Proc. of Actes du Gretsi.
  18. Variational Exemplar-Based Image Colorization [bib]
    A. Bugeau, Vinh-Thong Ta and N. Papadakis (HAL 2013)
    Univ. Bordeaux, LaBRI, UMR 5800, F-33400 Talence, France - hal-00803219 - RR-1470-13. mar 2013
  19. Partial difference equations on graphs for local and nonlocal image processing [bib]
    A. Elmoataz, O. Lézoray, Vinh-Thong Ta and Sébastien Bougleux (CRC Press 2012)
    Chap. 7 in Image Processing and Analysis with Graphs: Theory and Practice, Editors: O. Lézoray, L. Grady, Publisher: CRC Press / Taylor & Francis.
  20. Patch-based Image Colorization [bib] [pdf1]
    A. Bugeau and Vinh-Thong Ta (ICPR 2012)
    Proc. of International Conference on Pattern Recognition.
  21. Relaxed Cheeger Cut for Image Segmentation [bib] [pdf1]
    L. Paulhac, Vinh-Thong Ta and R. Mégret (ICPR 2012)
    Proc. of International Conference on Pattern Recognition.
  22. Nonlocal PdEs on graphs for active contours models with applications to image segmentation and data clustering [bib]
    O. Lézoray, A. Elmoataz and Vinh-Thong Ta (ICASSP 2012)
    Proc. of International Conference on Acoustics, Speech and Signal Processing.
  23. Nonlocal PDEs-based Morphology on Weighted Graphs for Image and Data Processing [bib] [pdf1]
    Vinh-Thong Ta, A. Elmoataz and O. Lézoray (IEEE TIP 2011)
    IEEE transactions on Image Processing. Volume 26 (2), pp. 1504--1516.
  24. Multi-resolution graph-based analysis of histopathological whole slide images: application to mitotic cell extraction and visualization [bib] [pdf1]
    V. Roullier, O. L├ęzoray, Vinh-Thong Ta and A. Elmoataz (CMIG 2011)
    Elsevier - Computerized Medical Imaging and Graphics. Volume 35 pp. 603--615.
  25. Exemplar-based Imputation of Large Missing Audio Parts Using String Matching on Tonal Features [bib]
    B. Martin, P. Hanna, Vinh-Thong Ta, M. Desainte-Catherine and P. Ferraro (ISMIR 2011)
    Proc. of International Society for Music Information Retrieval. pp. 507--512.
  26. Segmentation d'images multi-résolution : application à l'extraction des mitoses en imagerie histologique [bib]
    V. Roullier, O. Lézoray, Vinh-Thong Ta and A. Elmoataz (GRETSI 2011)
    Proc. of Actes du Gretsi.
  27. Représentation Multi-échelle Hiérarchique de Données Discrétes Définies sur des Graphes [bib]
    M. Hidane, O. Lézoray, A. Elmoataz and Vinh-Thong Ta (GRETSI 2011)
    Proc. of Actes du Gretsi.
  28. Mitosis Extraction in Breast-Cancer Histopathological Whole Slide Images [bib]
    V. Roullier, Vinh-Thong Ta, O. Lézoray and A. Elmoataz (ISVC 2010)
    Proc. of International Symposium on Visual Computing. pp. 539--548.
  29. Efficient Algorithms for Image and High Dimensional Data Processing using Eikonal Equation on Graphs [bib]
    X. Desquesnes, A. Elmoataz, O. Lézoray and Vinh-Thong Ta (ISVC 2010)
    Proc. of International Symposium on Visual Computing. pp. 647-658.
  30. Nonlocal Multiscale Hierarchical Decomposition on Graphs [bib] [pdf1]
    M. Hidane, O. Lézoray, Vinh-Thong Ta and A. Elmoataz (ECCV 2010)
    Proc. of European Conference on Computer Vision. LNCS 6314. pp. 638--650.
  31. Graph-based multi-resolution segmentation of histological whole slide images [bib] [pdf1]
    V. Roullier, Vinh-Thong Ta, O. Lézoray and A. Elmoataz (IEEE ISBI 2010)
    Proc. of IEEE International Symposium on Biomedical Imaging. pp. 153--156.
  32. Partial differences as tools for filtering data on graphs [bib] [pdf1]
    O. Lézoray, Vinh-Thong Ta and A. Elmoataz (PRL 2009)
    Pattern Recognition Letters (special number STATIM'09). Volume 31 (14), pp. 2201--2213.
  33. Graph-based tools for microscopic cellular image segmentation [bib] [pdf1]
    Vinh-Thong Ta, O. Lézoray, A. Elmoataz and S. Schüpp (PR 2009)
    Pattern Recognition. Volume 42 (6), pp. 1113--1125. Special Issue on Digital Image Processing and Pattern Recognition Techniques for the Detection of Cancer.Special Issue on Digital Image Processing and Pattern Recognition Techniques for the Detection of Cancer. 7th in the top 25 hottest articles of Pattern Recognition (Jan-Mar'09)
  34. Biomedical Microscopic Image Processing by Graphs [bib]
    Vinh-Thong Ta, O. Lézoray and A. Elmoataz (IGI Global 2009)
    Chap. 9 in Biomedical Image Analysis and Machine Learning Technologies: Applications and Techniques, pp. 197--213, Editors: F. Gonzales, E. Romero, Publisher: Information Science Reference.
  35. Manifold and Data Filtering on Graphs [bib] [pdf1]
    O. Lézoray, Vinh-Thong Ta and A. Elmoataz (TOPOLEARN 2009)
    Proc. of Proc. of International Symposium on Methodologies for Intelligent Systems, International Workshop on Topological learning. pp. 19--28.
  36. Nonlocal Graph Morphology [bib] [pdf1]
    Vinh-Thong Ta, A. Elmoataz and O. Lézoray (ISMM 2009)
    Proc. of International Symposium on Mathematical Morphology (Abstract Book). pp. 5--9.
  37. Adaptation of Eikonal Equation over Weighted Graphs [bib] [pdf1] [pdf2]
    Vinh-Thong Ta, A. Elmoataz and O. Lézoray (SSVM 2009)
    Proc. of International Conference on Scale Space and Variational Methods in Computer Vision. LNCS 5567. pp. 187--199.
  38. Morphologie Mathématique sur graphes pondérés de topologie arbitraire - Traitements non locaux d'images et de données multi-variées [bib] [pdf1] [pdf2]
    Vinh-Thong Ta, A. Elmoataz and O. Lézoray (GRETSI 2009)
    Proc. of Actes du Gretsi.
  39. Équations aux différences partielles définies sur des graphes pour le traitement d'images et de données [bib]
    Vinh-Thong Ta (PhD Thesis 2009)
    Thèse de l'Université de Caen Basse-Normandie, France. december 2009.
  40. Morphologie mathématique sur graphes pondérés de topologie arbitraire [bib]
    Vinh-Thong Ta, A. Elmoataz and O. Lézoray (ISS 2009)
    Proc. of 32iè journée de l'International Society for Stereology -- France (Iss), école des mines, Paris.
  41. Mathematical Morphology and Eikonal Equations on Graphs for Nonlocal Image and Data Processing [bib]
    Vinh-Thong Ta, A. Elmoataz, O. Lézoray (HAL 2009)
    GREYC CNRS UMR 6072 - Université de Caen Basse-Normandie - ENSICAEN - hal-00365431. mar 2009
  42. Nonlocal Morphological Levelings by Partial Difference Equations over Weighted Graphs [bib] [pdf1] [pdf2]
    Vinh-Thong Ta, O. Lézoray and A. Elmoataz (ICPR 2008)
    Proc. of International Conference on Pattern Recognition.
  43. Nonlocal graph regularization for image colorization [bib] [pdf1]
    O. Lézoray, Vinh-Thong Ta and A. Elmoataz (ICPR 2008)
    Proc. of International Conference on Pattern Recognition.
  44. Impulse Noise Removal by Spectral Clustering and Regularization on Graphs [bib] [pdf1]
    O. Lézoray, Vinh-Thong Ta and A. Elmoataz (ICPR 2008)
    Proc. of International Conference on Pattern Recognition.
  45. Partial Difference Equations over Graphs: Morphological Processing of Arbitrary Discrete Data [bib] [pdf1]
    Vinh-Thong Ta, A. Elmoataz and O. Lézoray (ECCV 2008)
    Proc. of European Conference on Computer Vision. LNCS 5304. pp. 668--680.
  46. Partial Difference Equations on Graphs for Mathematical Morphology Operators overs Images and Manifolds [bib] [pdf1]
    Vinh-Thong Ta, A. Elmoataz and O. Lézoray (ICIP 2008)
    Proc. of International Conference on Image Processing. pp. 801--804. Winner of the IBM Best Student Paper Award
  47. Unifying Local and Nonlocal Processing with Partial Difference Operators on Weighted Graphs [bib] [pdf1]
    O. Lézoray, A. Elmoataz, S. Bougleux and Vinh-Thong Ta (LNLA 2008)
    Proc. of International Workshop on Local and Non-Local Approximation in Image Processing. pp. 11--26. Invited Paper
  48. Learning graph neighborhood topological order for image and manifold morphological processing [bib] [pdf1]
    O. Lézoray, A. Elmoataz and Vinh-Thong Ta (CIT 2008)
    Proc. of International Conference on Computer and Information Technology. pp. 350--355.
  49. Graph Based Semi and Unsupervised Classification and Segmentation of Microscopic Images [bib] [pdf1]
    Vinh-Thong Ta, O. Lézoray and A. Elmoataz (IEEE ISSPIT 2007)
    Proc. of IEEE International Symposium on Signal Processing and Information Technology. pp. 1160--1165.
  50. Graphs Regularization for Data Sets and Images: Filtering and Semi-Supervised Classification [bib] [pdf1]
    Vinh-Thong Ta, O. Lézoray and A. Elmoataz (GBR 2007)
    Proc. of PASCAL Workshop: Learning from and with graphs, 6th IAPR-TC-15 Workshop on Graph based Representations in Pattern Recognition.
  51. Nonlocal Anisotropic Discrete Regularization for Image, Data Filtering and Clustering [bib]
    Vinh-Thong Ta, S. Bougleux, A. Elmoataz, O. Lézoray (HAL 2007)
    GREYC CNRS UMR 6072 - Université de Caen Basse-Normandie - ENSICAEN - hal-00187165. nov 2007