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2020 – today
- 2023
[i23]Gilles Bertrand, Nicolas Boutry, Laurent Najman:
Discrete Morse Functions and Watersheds. CoRR abs/2301.03840 (2023)- 2022
- [j63]Nicolas Boutry
, Rocío González-Díaz, Laurent Najman, Thierry Géraud:
Continuous Well-Composedness Implies Digital Well-Composedness in n-D. J. Math. Imaging Vis. 64(2): 131-150 (2022) - [j62]Nicolas Boutry, Laurent Najman, Thierry Géraud:
Some Equivalence Relation between Persistent Homology and Morphological Dynamics. J. Math. Imaging Vis. 64(7): 807-824 (2022) - [j61]Jordão Bragantini, Alexandre X. Falcão, Laurent Najman:
Rethinking interactive image segmentation: Feature space annotation. Pattern Recognit. 131: 108882 (2022) - [j60]Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman:
Triplet-Watershed for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [c95]Nicolas Boutry, Gilles Bertrand, Laurent Najman:
Gradient Vector Fields of Discrete Morse Functions and Watershed-Cuts. DGMM 2022: 35-47 - [c94]Mariia Zameshina, Olivier Teytaud, Fabien Teytaud, Vlad Hosu, Nathanaël Carraz Rakotonirina, Laurent Najman, Markus Wagner:
Fairness in generative modeling: do it unsupervised! GECCO Companion 2022: 320-323 - [i22]Nicolas Boutry, Laurent Najman:
Gradient Vector Fields of Discrete Morse Functions are Minimum Spanning Forests. CoRR abs/2203.11512 (2022) - [i21]Zeev Gutman, Ritvik Vij, Laurent Najman, Michael Lindenbaum:
Assessing hierarchies by their consistent segmentations. CoRR abs/2204.04969 (2022) - [i20]Nicolas Boutry, Laurent Najman, Thierry Géraud:
Some equivalence relation between persistent homology and morphological dynamics. CoRR abs/2205.12546 (2022) - [i19]Quentin Garrido, Yubei Chen, Adrien Bardes, Laurent Najman, Yann LeCun:
On the duality between contrastive and non-contrastive self-supervised learning. CoRR abs/2206.02574 (2022) - [i18]Thierry Géraud, Nicolas Boutry, Sébastien Crozet, Edwin Carlinet, Laurent Najman:
A Proof of the Tree of Shapes in n-D. CoRR abs/2206.05109 (2022) - [i17]Quentin Garrido, Randall Balestriero, Laurent Najman, Yann LeCun:
RankMe: Assessing the downstream performance of pretrained self-supervised representations by their rank. CoRR abs/2210.02885 (2022) - [i16]Mariia Zameshina, Olivier Teytaud, Fabien Teytaud, Vlad Hosu, Nathanaël Carraz, Laurent Najman, Markus Wagner:
Fairness in generative modeling. CoRR abs/2210.03517 (2022) - 2021
- [j59]Thanh Xuan Nguyen, Giovanni Chierchia, Oleksandra Razim, Reynier F. Peletier, Laurent Najman, Hugues Talbot, Benjamin Perret:
Object Detection With Component-Graphs in Multi-Band Images: Application to Source Detection in Astronomical Images. IEEE Access 9: 156482-156491 (2021) - [j58]Sampriti Soor, Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman:
Iterated Watersheds, A Connected Variation of K-Means for Clustering GIS Data. IEEE Trans. Emerg. Top. Comput. 9(2): 626-636 (2021) - [c93]Carolina Stephanie Jerônimo de Almeida, Felipe Belém, Sarah Almeida Carneiro, Zenilton K. G. do Patrocínio, Laurent Najman, Alexandre Xavier Falcão, Silvio Jamil Ferzoli Guimarães:
Graph-Based Supervoxel Computation from Iterative Spanning Forest. DGMM 2021: 404-415 - [c92]Nicolas Boutry, Thierry Géraud, Laurent Najman:
An Equivalence Relation Between Morphological Dynamics and Persistent Homology in n-D. DGMM 2021: 525-537 - [i15]Jordão Bragantini, Alexandre X. Falcão, Laurent Najman:
Rethinking Interactive Image Segmentation: Feature Space Annotation. CoRR abs/2101.04378 (2021) - [i14]Quentin Garrido, Sebastian Damrich, Alexander Jäger, Dario Cerletti, Manfred Claassen, Laurent Najman, Fred A. Hamprecht:
Visualizing hierarchies in scRNA-seq data using a density tree-biased autoencoder. CoRR abs/2102.05892 (2021) - [i13]Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman:
Triplet-Watershed for Hyperspectral Image Classification. CoRR abs/2103.09384 (2021) - 2020
- [j57]Deise Santana Maia, Jean Cousty, Laurent Najman, Benjamin Perret:
Characterization of Graph-Based Hierarchical Watersheds: Theory and Algorithms. J. Math. Imaging Vis. 62(5): 627-658 (2020) - [j56]Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman:
Power Spectral Clustering. J. Math. Imaging Vis. 62(9): 1195-1213 (2020) - [j55]Nicolas Boutry, Laurent Najman, Thierry Géraud:
Topological Properties of the First Non-Local Digitally Well-Composed Interpolation on n-D Cubical Grids. J. Math. Imaging Vis. 62(9): 1256-1284 (2020) - [j54]Nicolas Boutry, Laurent Najman, Thierry Géraud:
Equivalence between Digital Well-Composedness and Well-Composedness in the Sense of Alexandrov on n-D Cubical Grids. J. Math. Imaging Vis. 62(9): 1285-1333 (2020) - [j53]Éloïse Grossiord, Nicolas Passat, Hugues Talbot, Benoît Naegel, Salim Kanoun, Ilan Tal, Pierre Tervé, Soléakhéna Ken, Olivier Casasnovas, Michel Meignan, Laurent Najman:
Shaping for PET image analysis. Pattern Recognit. Lett. 131: 307-313 (2020) - [c91]Thanh Xuan Nguyen, Giovanni Chierchia, Laurent Najman, Aku Venhola, Caroline Haigh, Reynier Peletier, Michael H. F. Wilkinson, Hugues Talbot, Benjamin Perret:
CGO: Multiband Astronomical Source Detection With Component-Graphs. ICIP 2020: 16-20 - [c90]Nicolas Boutry, Rocío González-Díaz, Laurent Najman, Thierry Géraud:
A 4D Counter-Example Showing that DWCness Does Not Imply CWCness in nD. IWCIA 2020: 73-87
2010 – 2019
- 2019
- [j52]Sravan Danda, Aditya Challa, B. S. Daya Sagar, Laurent Najman:
Revisiting the Isoperimetric Graph Partitioning Problem. IEEE Access 7: 50636-50649 (2019) - [j51]Sravan Danda, Aditya Challa, B. S. Daya Sagar, Laurent Najman:
Some Theoretical Links Between Shortest Path Filters and Minimum Spanning Tree Filters. J. Math. Imaging Vis. 61(6): 745-762 (2019) - [j50]Nicolas Boutry, Thierry Géraud, Laurent Najman:
How to Make n-D Plain Maps Defined on Discrete Surfaces Alexandrov-Well-Composed in a Self-Dual Way. J. Math. Imaging Vis. 61(6): 849-873 (2019) - [j49]Éloïse Grossiord, Benoît Naegel, Hugues Talbot, Laurent Najman, Nicolas Passat:
Shape-Based Analysis on Component-Graphs for Multivalued Image Processing. Math. Morphol. Theory Appl. 3(1): 45-70 (2019) - [j48]Silvio Jamil Ferzoli Guimarães, Yukiko Kenmochi, Jean Cousty, Zenilton Patrocínio, Laurent Najman:
Erratum to "Hierarchizing graph-based image segmentation algorithms relying on region dissimilarity: the case of the Felzenszwalb-Huttenlocher method". Math. Morphol. Theory Appl. 3(1): 71 (2019) - [j47]Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Yukiko Kenmochi, Laurent Najman:
Removing non-significant regions in hierarchical clustering and segmentation. Pattern Recognit. Lett. 128: 433-439 (2019) - [j46]Deise Santana Maia, Jean Cousty, Laurent Najman, Benjamin Perret:
Properties of combinations of hierarchical watersheds. Pattern Recognit. Lett. 128: 513-520 (2019) - [d1]Benjamin Perret, Giovanni Chierchia, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Yukiko Kenmochi, Laurent Najman:
Higra: Hierarchical Graph Analysis. SoftwareX 10: 100335 (2019) - [j45]Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman:
Watersheds for Semi-Supervised Classification. IEEE Signal Process. Lett. 26(5): 720-724 (2019) - [j44]Clara Jaquet, Laurent Najman, Hugues Talbot, Leo J. Grady, Michiel Schaap, Buzzy Spain, Hyun Jin Kim, Irene E. Vignon-Clementel, Charles A. Taylor:
Generation of Patient-Specific Cardiac Vascular Networks: A Hybrid Image-Based and Synthetic Geometric Model. IEEE Trans. Biomed. Eng. 66(4): 946-955 (2019) - [c89]Deise Santana Maia, Jean Cousty, Laurent Najman, Benjamin Perret:
Recognizing Hierarchical Watersheds. DGCI 2019: 300-313 - [c88]Nicolas Boutry, Thierry Géraud, Laurent Najman:
An Equivalence Relation Between Morphological Dynamics and Persistent Homology in 1D. ISMM 2019: 57-68 - [c87]Deise Santana Maia, Jean Cousty, Laurent Najman, Benjamin Perret:
Watersheding Hierarchies. ISMM 2019: 124-136 - [c86]Deise Santana Maia, Jean Cousty, Laurent Najman, Benjamin Perret:
On the Probabilities of Hierarchical Watersheds. ISMM 2019: 137-149 - [c85]Isabela Borlido Barcelos, Gabriel Barbosa da Fonseca, Laurent Najman, Yukiko Kenmochi, Benjamin Perret, Jean Cousty, Zenilton K. G. do Patrocínio, Silvio Jamil Ferzoli Guimarães:
Exploring Hierarchy Simplification for Non-Significant Region Removal. SIBGRAPI 2019: 100-107 - 2018
- [j43]Nicolas Boutry, Thierry Géraud, Laurent Najman:
A Tutorial on Well-Composedness. J. Math. Imaging Vis. 60(3): 443-478 (2018) - [j42]Jean Cousty, Laurent Najman, Yukiko Kenmochi, Silvio Jamil Ferzoli Guimarães:
Hierarchical Segmentations with Graphs: Quasi-flat Zones, Minimum Spanning Trees, and Saliency Maps. J. Math. Imaging Vis. 60(4): 479-502 (2018) - [j41]Odyssée Merveille, Hugues Talbot, Laurent Najman, Nicolas Passat:
Curvilinear Structure Analysis by Ranking the Orientation Responses of Path Operators. IEEE Trans. Pattern Anal. Mach. Intell. 40(2): 304-317 (2018) - [j40]Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman:
Some Properties of Interpolations Using Mathematical Morphology. IEEE Trans. Image Process. 27(4): 2038-2048 (2018) - [c84]Sampriti Soor, Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman:
Extending K-Means to Preserve Spatial Connectivity. IGARSS 2018: 6959-6962 - 2017
- [j39]Tsubasa Hirakawa, Toru Tamaki, Takio Kurita, Bisser Raytchev, Kazufumi Kaneda, Chaohui Wang, Laurent Najman:
Tree-Wise Discriminative Subtree Selection for Texture Image Labeling. IEEE Access 5: 13617-13634 (2017) - [j38]Ketan Bacchuwar, Jean Cousty, Régis Vaillant, Laurent Najman:
Scale-space for empty catheter segmentation in PCI fluoroscopic images. Int. J. Comput. Assist. Radiol. Surg. 12(7): 1179-1188 (2017) - [j37]Odyssée Merveille, Benoît Naegel, Hugues Talbot, Laurent Najman, Nicolas Passat:
2D Filtering of Curvilinear Structures by Ranking the Orientation Responses of Path Operators (RORPO). Image Process. Line 7: 246-261 (2017) - [j36]Silvio Jamil Ferzoli Guimarães, Yukiko Kenmochi, Jean Cousty, Zenilton Patrocínio, Laurent Najman:
Hierarchizing graph-based image segmentation algorithms relying on region dissimilarity. Math. Morphol. Theory Appl. 2(1) (2017) - [j35]Yongchao Xu, Edwin Carlinet, Thierry Géraud, Laurent Najman:
Hierarchical Segmentation Using Tree-Based Shape Spaces. IEEE Trans. Pattern Anal. Mach. Intell. 39(3): 457-469 (2017) - [j34]Laurent Najman:
Extending the Power Watershed Framework Thanks to Γ-Convergence. SIAM J. Imaging Sci. 10(4): 2275-2292 (2017) - [c83]Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman:
An Introduction to Gamma-Convergence for Spectral Clustering. DGCI 2017: 185-196 - [c82]Nicolas Boutry, Laurent Najman, Thierry Géraud:
Well-Composedness in Alexandrov Spaces Implies Digital Well-Composedness in \mathbb Z^n. DGCI 2017: 225-237 - [c81]Franciele Rodrigues, Pedro Leal, Yukiko Kenmochi, Jean Cousty, Laurent Najman, Silvio Jamil Ferzoli Guimarães, Zenilton Kleber Gonçalves do Patrocínio Jr.:
Graph-Based Hierarchical Video Cosegmentation. ICIAP (1) 2017: 15-26 - [c80]Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman:
Power spectral clustering on hyperspectral data. IGARSS 2017: 2195-2198 - [c79]Éloïse Grossiord, Hugues Talbot, Nicolas Passat, Michel Meignan, Laurent Najman:
Automated 3D lymphoma lesion segmentation from PET/CT characteristics. ISBI 2017: 174-178 - [c78]Élodie Puybareau, Hugues Talbot, Laurent Najman:
Periodic area-of-motion characterization for bio-medical applications. ISBI 2017: 210-214 - [c77]Deise Santana Maia, Arnaldo de Albuquerque Araújo, Jean Cousty, Laurent Najman, Benjamin Perret, Hugues Talbot:
Evaluation of Combinations of Watershed Hierarchies. ISMM 2017: 133-145 - [c76]Sravan Danda, Aditya Challa, B. S. Daya Sagar, Laurent Najman:
Power Tree Filter: A Theoretical Framework Linking Shortest Path Filters and Minimum Spanning Tree Filters. ISMM 2017: 199-210 - [c75]Fabio Dias, Moussa Reda Mansour, Paola Valdivia, Jean Cousty, Laurent Najman:
Watersheds on Hypergraphs for Data Clustering. ISMM 2017: 211-221 - [c74]Ketan Bacchuwar, Jean Cousty, Régis Vaillant, Laurent Najman:
VOIDD: Automatic Vessel-of-Intervention Dynamic Detection in PCI Procedures. CVII-STENT/LABELS@MICCAI 2017: 47-56 - [i12]Ketan Bacchuwar, Jean Cousty, Régis Vaillant, Laurent Najman:
VOIDD: automatic vessel of intervention dynamic detection in PCI procedures. CoRR abs/1710.04476 (2017) - 2016
- [j33]Yongchao Xu, Thierry Géraud, Laurent Najman:
Connected Filtering on Tree-Based Shape-Spaces. IEEE Trans. Pattern Anal. Mach. Intell. 38(6): 1126-1140 (2016) - [j32]Yongchao Xu, Thierry Géraud, Laurent Najman:
Hierarchical image simplification and segmentation based on Mumford-Shah-salient level line selection. Pattern Recognit. Lett. 83: 278-286 (2016) - [c73]Tsubasa Hirakawa, Toru Tamaki, Takio Kurita, Bisser Raytchev, Kazufumi Kaneda, Chaohui Wang, Laurent Najman, Tetsushi Koide, Shigeto Yoshida, Hiroshi Mieno, Shinji Tanaka:
Discriminative Subtree Selection for NBI Endoscopic Image Labeling. ACCV Workshops (2) 2016: 610-624 - [c72]Élodie Puybareau, Hugues Talbot, Emilie Bequignon, Bruno Louis, Gabriel Pelle, Jean-François Papon, André Coste, Laurent Najman:
Automating the measurement of physiological parameters: A case study in the image analysis of cilia motion. ICIP 2016: 1240-1244 - [c71]Nicolas Passat, Stéphanie Salmon, Jean-Paul Armspach, Benoît Naegel, Christophe Prud'homme, Hugues Talbot, Alexandre Fortin, Simon Garnotel, Odyssée Merveille, Olivia Miraucourt, Ranine Tarabay, Vincent Chabannes, Alice Dufour, Anna Jezierska, Olivier Balédent, Emmanuel Durand, Laurent Najman, Marcela Szopos, Alexandre Ancel, Joseph Baruthio, Maya Delbany, Sidy Fall, G. Pagé, Olivier Génevaux, M. Ismail, P. Loureiro de Sousa, Marc Thiriet, Julien Jomier:
From Real MRA to Virtual MRA: Towards an Open-Source Framework. MICCAI (3) 2016: 335-343 - [c70]Kleber Jacques Ferreira de Souza, Arnaldo de Albuquerque Araújo, Zenilton Kleber G. do Patrocínio Jr., Jean Cousty, Laurent Najman, Yukiko Kenmochi, Silvio Jamil Ferzoli Guimarães:
Decreasing the Number of Features for Improving Human Action Classification. SIBGRAPI 2016: 195-200 - [c69]Carlos Alberto F. Pimentel Filho, Arnaldo de Albuquerque Araújo, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Laurent Najman:
Stochastic Hierarchical Watershed Cut Based on Disturbed Topographical Surface. SIBGRAPI 2016: 265-272 - [i11]Yongchao Xu, Thierry Géraud, Laurent Najman:
Hierarchical image simplification and segmentation based on Mumford-Shah-salient level line selection. CoRR abs/1603.04838 (2016) - 2015
- [c68]David Menotti, Laurent Najman, Arnaldo de Albuquerque Araújo:
Efficient Polynomial Implementation of Several Multithresholding Methods for Gray-Level Image Segmentation. CIARP 2015: 350-357 - [c67]Silvio Jamil Ferzoli Guimarães, Zenilton Kleber G. do Patrocínio Jr., Yukiko Kenmochi, Jean Cousty, Laurent Najman:
Hierarchical Image Segmentation Relying on a Likelihood Ratio Test. ICIAP (2) 2015: 25-35 - [c66]Nicolas Boutry, Thierry Géraud, Laurent Najman:
How to make nD images well-composed without interpolation. ICIP 2015: 2149-2153 - [c65]Francisco Javier Alvarez Padilla, Éloïse Grossiord, Barbara Romaniuk, Benoît Naegel, Camille Kurtz, Hugues Talbot, Laurent Najman, Romain Guillemot, Dimitri Papathanassiou, Nicolas Passat:
Multicriteria 3D PET image segmentation. IPTA 2015: 346-351 - [c64]Élodie Puybareau, Hugues Talbot, Gabriel Pelle, Bruno Louis, Jean-François Papon, André Coste, Laurent Najman:
A regionalized automated measurement of ciliary beating frequency. ISBI 2015: 528-531 - [c63]Éloïse Grossiord, Hugues Talbot, Nicolas Passat, Michel Meignan, Pierre Tervé, Laurent Najman:
Hierarchies and shape-space for pet image segmentation. ISBI 2015: 1118-1121 - [c62]Laurent Mennillo, Jean Cousty, Laurent Najman:
A Comparison of Some Morphological Filters for Improving OCR Performance. ISMM 2015: 134-145 - [c61]Jean Cousty, Laurent Najman, Yukiko Kenmochi, Silvio Jamil Ferzoli Guimarães:
New Characterizations of Minimum Spanning Trees and of Saliency Maps Based on Quasi-flat Zones. ISMM 2015: 205-216 - [c60]Éloïse Grossiord, Benoît Naegel, Hugues Talbot, Nicolas Passat, Laurent Najman:
Shape-Based Analysis on Component-Graphs for Multivalued Image Processing. ISMM 2015: 446-457 - [c59]Laurent Najman, Jean-Christophe Pesquet, Hugues Talbot:
When Convex Analysis Meets Mathematical Morphology on Graphs. ISMM 2015: 473-484 - [c58]Nicolas Boutry, Thierry Géraud, Laurent Najman:
How to Make nD Functions Digitally Well-Composed in a Self-dual Way. ISMM 2015: 561-572 - [c57]Odyssée Merveille, Hugues Talbot, Laurent Najman, Nicolas Passat:
Ranking Orientation Responses of Path Operators: Motivations, Choices and Algorithmics. ISMM 2015: 633-644 - [c56]Yongchao Xu, Edwin Carlinet, Thierry Géraud, Laurent Najman:
Efficient Computation of Attributes and Saliency Maps on Tree-Based Image Representations. ISMM 2015: 693-704 - [e2]Jón Atli Benediktsson, Jocelyn Chanussot, Laurent Najman, Hugues Talbot:
Mathematical Morphology and Its Applications to Signal and Image Processing - 12th International Symposium, ISMM 2015, Reykjavik, Iceland, May 27-29, 2015. Proceedings. Lecture Notes in Computer Science 9082, Springer 2015, ISBN 978-3-319-18719-8 [contents] - [i10]Jean Cousty, Laurent Najman, Yukiko Kenmochi, Silvio Jamil Ferzoli Guimarães:
New characterizations of minimum spanning trees and of saliency maps based on quasi-flat zones. CoRR abs/1505.07203 (2015) - 2014
- [j31]Jean Cousty, Gilles Bertrand, Michel Couprie, Laurent Najman:
Collapses and Watersheds in Pseudomanifolds of Arbitrary Dimension. J. Math. Imaging Vis. 50(3): 261-285 (2014) - [j30]Camille Couprie, Clément Farabet, Laurent Najman, Yann LeCun:
Convolutional nets and watershed cuts for real-time semantic Labeling of RGBD videos. J. Mach. Learn. Res. 15(1): 3489-3511 (2014) - [j29]Laurent Najman, Jean Cousty:
A graph-based mathematical morphology reader. Pattern Recognit. Lett. 47: 3-17 (2014) - [j28]Fabio Dias, Jean Cousty, Laurent Najman:
Dimensional operators for mathematical morphology on simplicial complexes. Pattern Recognit. Lett. 47: 111-119 (2014) - [j27]Yongchao Xu, Pascal Monasse, Thierry Géraud, Laurent Najman:
Tree-Based Morse Regions: A Topological Approach to Local Feature Detection. IEEE Trans. Image Process. 23(12): 5612-5625 (2014) - [c55]Roland Levillain, Thierry Géraud, Laurent Najman, Edwin Carlinet:
Practical Genericity: Writing Image Processing Algorithms Both Reusable and Efficient. CIARP 2014: 70-79 - [c54]Nicolas Boutry, Thierry Géraud, Laurent Najman:
On Making nD Images Well-Composed by a Self-dual Local Interpolation. DGCI 2014: 320-331 - [c53]Odyssée Merveille, Hugues Talbot, Laurent Najman, Nicolas Passat:
Tubular Structure Filtering by Ranking Orientation Responses of Path Operators. ECCV (2) 2014: 203-218 - [c52]Stéphanie Jehan-Besson, Christophe Tilmant, Alain De Cesare, Alain Lalande, Alexandre Cochet, Jean Cousty, Jessica Lebenberg, Muriel Lefort, Patrick Clarysse, Régis Clouard, Laurent Najman, Laurent Sarry, Frédérique Frouin, Mireille Garreau:
A mutual reference shape based on information theory. ICIP 2014: 887-891 - [c51]Yongchao Xu, Edwin Carlinet, Thierry Géraud, Laurent Najman:
Meaningful disjoint level lines selection. ICIP 2014: 2938-2942 - [c50]Jean Cousty, Laurent Najman:
Morphological floodings and optimal cuts in hierarchies. ICIP 2014: 4462-4466 - [c49]Imen Melki, Cyril Cardon, Nicolas Gogin, Hugues Talbot, Laurent Najman:
Learning-based automatic detection of severe coronary stenoses in CT angiographies. Medical Imaging: Computer-Aided Diagnosis 2014: 903536 - [i9]Fabio Dias, Jean Cousty, Laurent Najman:
Dimensional operators for mathematical morphology on simplicial complexes. CoRR abs/1401.5602 (2014) - [i8]Laurent Najman, Jean Cousty:
A graph-based mathematical morphology reader. CoRR abs/1404.7748 (2014) - 2013
- [j26]Jean Cousty, Laurent Najman, Fabio Dias, Jean Serra:
Morphological filtering on graphs. Comput. Vis. Image Underst. 117(4): 370-385 (2013) - [j25]Hortense A. Kirisli, Michiel Schaap, Coert Metz, A. S. Dharampal, W. B. Meijboom, S. L. Papadopoulou, A. Dedic, K. Nieman, Michiel A. de Graaf, M. F. L. Meijs, M. J. Cramer, Alexander Broersen, Suheyla Cetin, Abouzar Eslami, Leonardo Florez-Valencia, Kuo-Lung Lor, Bogdan J. Matuszewski, Imen Melki, Brian Mohr, Ilkay Öksüz, Rahil Khurram Shahzad, Chunliang Wang, Pieter H. Kitslaar, Gözde B. Ünal, Amin Katouzian, Maciej Orkisz, Chung-Ming Chen, Frédéric Precioso, Laurent Najman, S. Masood, Devrim Ünay, Lucas J. van Vliet, Rodrigo Moreno, Roman Goldenberg, Erald Vuçini, Gabriel P. Krestin, Wiro J. Niessen, Theo van Walsum:
Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography. Medical Image Anal. 17(8): 859-876 (2013) - [j24]Clément Farabet, Camille Couprie, Laurent Najman, Yann LeCun:
Learning Hierarchical Features for Scene Labeling. IEEE Trans. Pattern Anal. Mach. Intell. 35(8): 1915-1929 (2013) - [j23]Camille Couprie, Leo J. Grady, Laurent Najman, Jean-Christophe Pesquet, Hugues Talbot:
Dual Constrained TV-based Regularization on Graphs. SIAM J. Imaging Sci. 6(3): 1246-1273 (2013) - [c48]Yongchao Xu, Thierry Géraud, Laurent Najman:
Salient level lines selection using the Mumford-Shah functional. ICIP 2013: 1227-1231 - [c47]Camille Couprie, Clément Farabet, Yann LeCun, Laurent Najman:
Causal graph-based video segmentation. ICIP 2013: 4249-4253 - [c46]Laurent Najman, Thierry Géraud:
Discrete Set-Valued Continuity and Interpolation. ISMM 2013: 37-48 - [c45]