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Laurent Najman

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

70

Venues

19

Active years

1994–2025

Best venue rank

A*

Where they publish

Papers

70 indexed papers, newest first.

YearVenueTitleAuthors
2025MICCAIVoronoi-Based Myocardial Perfusion Region Prediction Enhanced by a Graph Convolutional Network.Mohamed Ali Srir, Raoul Sall de Chou, Sabrina R. Lynch, Hugues Talbot, Laurent Najman, Matthew Sinclair, Irene E. Vignon-Clementel
2023ICLROn the duality between contrastive and non-contrastive self-supervised learning.Quentin Garrido, Yubei Chen, Adrien Bardes, Laurent Najman, Yann LeCun
2023ICMLRankMe: Assessing the Downstream Performance of Pretrained Self-Supervised Representations by Their Rank.Quentin Garrido, Randall Balestriero, Laurent Najman, Yann LeCun
2023ICMLSelf-supervised learning of Split Invariant Equivariant representations.Quentin Garrido, Laurent Najman, Yann LeCun
2022GECCOFairness in generative modeling: do it unsupervised!Mariia Zameshina, Olivier Teytaud, Fabien Teytaud, Vlad Hosu, Nathanal Carraz Rakotonirina, Laurent Najman, Markus Wagner
2020ICIPCGO: Multiband Astronomical Source Detection With Component-Graphs.Thanh Xuan Nguyen, Giovanni Chierchia, Laurent Najman, Aku Venhola, Caroline Haigh, Reynier Peletier, Michael H. F. Wilkinson, Hugues Talbot, Benjamin Perret
2020IWCIAA 4D Counter-Example Showing that DWCness Does Not Imply CWCness in nD.Nicolas Boutry, Roco Gonzlez-Daz, Laurent Najman, Thierry Graud
2019ISMMAn Equivalence Relation Between Morphological Dynamics and Persistent Homology in 1D.Nicolas Boutry, Thierry Graud, Laurent Najman
2019ISMMWatersheding Hierarchies.Deise Santana Maia, Jean Cousty, Laurent Najman, Benjamin Perret
2019ISMMOn the Probabilities of Hierarchical Watersheds.Deise Santana Maia, Jean Cousty, Laurent Najman, Benjamin Perret
2018IGARSSExtending K-Means to Preserve Spatial Connectivity.Sampriti Soor, Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman
2017ICIAPGraph-Based Hierarchical Video Cosegmentation.Franciele Rodrigues, Pedro Leal, Yukiko Kenmochi, Jean Cousty, Laurent Najman, Silvio Jamil Ferzoli Guimares, Zenilton Kleber Gonalves do Patrocnio Jr.
2017IGARSSPower spectral clustering on hyperspectral data.Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman
2017ISMMPower Tree Filter: A Theoretical Framework Linking Shortest Path Filters and Minimum Spanning Tree Filters.Sravan Danda, Aditya Challa, B. S. Daya Sagar, Laurent Najman
2017ISMMWatersheds on Hypergraphs for Data Clustering.Fabio Dias, Moussa Reda Mansour, Paola Valdivia, Jean Cousty, Laurent Najman
2017ISMMEvaluation of Combinations of Watershed Hierarchies.Deise Santana Maia, Arnaldo de Albuquerque Arajo, Jean Cousty, Laurent Najman, Benjamin Perret, Hugues Talbot
2017MICCAIVOIDD: Automatic Vessel-of-Intervention Dynamic Detection in PCI Procedures.Ketan Bacchuwar, Jean Cousty, Rgis Vaillant, Laurent Najman
2016ACCVDiscriminative Subtree Selection for NBI Endoscopic Image Labeling.Tsubasa Hirakawa, Toru Tamaki, Takio Kurita, Bisser Raytchev, Kazufumi Kaneda, Chaohui Wang, Laurent Najman, Tetsushi Koide, Shigeto Yoshida, Hiroshi Mieno, Shinji Tanaka
2016ICIPAutomating the measurement of physiological parameters: A case study in the image analysis of cilia motion.lodie Puybareau, Hugues Talbot, Emilie Bequignon, Bruno Louis, Gabriel Pelle, Jean-Franois Papon, Andr Coste, Laurent Najman
2016MICCAIFrom Real MRA to Virtual MRA: Towards an Open-Source Framework.Nicolas Passat, Stphanie Salmon, Jean-Paul Armspach, Benot Naegel, Christophe Prud'homme, Hugues Talbot, Alexandre Fortin, Simon Garnotel, Odysse Merveille, Olivia Miraucourt, Ranine Tarabay, Vincent Chabannes, Alice Dufour, Anna Jezierska, Olivier Baldent, Emmanuel Durand, Laurent Najman, Marcela Szopos, Alexandre Ancel, Joseph Baruthio, Maya Delbany, Sidy Fall, Gwenal Pag, Olivier Gnevaux, Mourad Ismail, P. Loureiro de Sousa, Marc Thiriet, Julien Jomier
2015CIARPEfficient Polynomial Implementation of Several Multithresholding Methods for Gray-Level Image Segmentation.David Menotti, Laurent Najman, Arnaldo de Albuquerque Arajo
2015ICIAPHierarchical Image Segmentation Relying on a Likelihood Ratio Test.Silvio Jamil Ferzoli Guimares, Zenilton Kleber G. do Patrocnio Jr., Yukiko Kenmochi, Jean Cousty, Laurent Najman
2015ICIPHow to make nD images well-composed without interpolation.Nicolas Boutry, Thierry Graud, Laurent Najman
2015ISMMHow to Make nD Functions Digitally Well-Composed in a Self-dual Way.Nicolas Boutry, Thierry Graud, Laurent Najman
2015ISMMNew Characterizations of Minimum Spanning Trees and of Saliency Maps Based on Quasi-flat Zones.Jean Cousty, Laurent Najman, Yukiko Kenmochi, Silvio Jamil Ferzoli Guimares
2015ISMMShape-Based Analysis on Component-Graphs for Multivalued Image Processing.lose Grossiord, Benot Naegel, Hugues Talbot, Nicolas Passat, Laurent Najman
2015ISMMA Comparison of Some Morphological Filters for Improving OCR Performance.Laurent Mennillo, Jean Cousty, Laurent Najman
2015ISMMRanking Orientation Responses of Path Operators: Motivations, Choices and Algorithmics.Odysse Merveille, Hugues Talbot, Laurent Najman, Nicolas Passat
2015ISMMWhen Convex Analysis Meets Mathematical Morphology on Graphs.Laurent Najman, Jean-Christophe Pesquet, Hugues Talbot
2015ISMMEfficient Computation of Attributes and Saliency Maps on Tree-Based Image Representations.Yongchao Xu, Edwin Carlinet, Thierry Graud, Laurent Najman
2014CIARPPractical Genericity: Writing Image Processing Algorithms Both Reusable and Efficient.Roland Levillain, Thierry Graud, Laurent Najman, Edwin Carlinet
2014ECCVTubular Structure Filtering by Ranking Orientation Responses of Path Operators.Odysse Merveille, Hugues Talbot, Laurent Najman, Nicolas Passat
2014ICIPMorphological floodings and optimal cuts in hierarchies.Jean Cousty, Laurent Najman
2014ICIPA mutual reference shape based on information theory.Stphanie Jehan-Besson, Christophe Tilmant, Alain De Cesare, Alain Lalande, Alexandre Cochet, Jean Cousty, Jessica Lebenberg, Muriel Lefort, Patrick Clarysse, Rgis Clouard, Laurent Najman, Laurent Sarry, Frdrique Frouin, Mireille Garreau
2014ICIPMeaningful disjoint level lines selection.Yongchao Xu, Edwin Carlinet, Thierry Graud, Laurent Najman
2013ICIPCausal graph-based video segmentation.Camille Couprie, Clment Farabet, Yann LeCun, Laurent Najman
2013ICIPSalient level lines selection using the Mumford-Shah functional.Yongchao Xu, Thierry Graud, Laurent Najman
2013ISMMConstructive Links between Some Morphological Hierarchies on Edge-Weighted Graphs.Jean Cousty, Laurent Najman, Benjamin Perret
2013ISMMA Quasi-linear Algorithm to Compute the Tree of Shapes ofThierry Graud, Edwin Carlinet, Sbastien Crozet, Laurent Najman
2013ISMMPlaying with Kruskal: Algorithms for Morphological Trees in Edge-Weighted Graphs.Laurent Najman, Jean Cousty, Benjamin Perret
2013ISMMDiscrete Set-Valued Continuity and Interpolation.Laurent Najman, Thierry Graud
2013ISMMTwo Applications of Shape-Based Morphology: Blood Vessels Segmentation and a Generalization of Constrained Connectivity.Yongchao Xu, Thierry Graud, Laurent Najman
2012ICIPA hybrid algorithm for automatic heart segmentation in ct angiography.Imen Melki, Hugues Talbot, Jean Cousty, Cline Pruvot, Jrme F. Knoplioch, Laurent Launay, Laurent Najman
2012ICIPContext-based energy estimator: Application to object segmentation on the tree of shapes.Yongchao Xu, Thierry Graud, Laurent Najman
2012ICMLScene parsing with Multiscale Feature Learning, Purity Trees, and Optimal Covers.Clment Farabet, Camille Couprie, Laurent Najman, Yann LeCun
2012ICPRMorphological filtering in shape spaces: Applications using tree-based image representations.Yongchao Xu, Thierry Graud, Laurent Najman
2012MICCAICurvilinear Structure Enhancement with the Polygonal Path Image - Application to Guide-Wire Segmentation in X-Ray Fluoroscopy.Vincent Bismuth, Rgis Vaillant, Hugues Talbot, Laurent Najman
2012SSPRA Hierarchical Image Segmentation Algorithm Based on an Observation Scale.Silvio Jamil Ferzoli Guimares, Jean Cousty, Yukiko Kenmochi, Laurent Najman
2011ICASSPDual constrained TV-based regularization.Camille Couprie, Hugues Talbot, Jean-Christophe Pesquet, Laurent Najman, Leo J. Grady
2011ISMMSurface Reconstruction Using Power Watershed.Camille Couprie, Xavier Bresson, Laurent Najman, Hugues Talbot, Leo J. Grady
2011ISMMIncremental Algorithm for Hierarchical Minimum Spanning Forests and Saliency of Watershed Cuts.Jean Cousty, Laurent Najman
2011ISMMTowards a Parallel Topological Watershed: First Results.Jol van Neerbos, Laurent Najman, Michael H. F. Wilkinson
2010ICIPAnisotropic diffusion using power watersheds.Camille Couprie, Leo J. Grady, Laurent Najman, Hugues Talbot
2010ICIPWhy and howto design a generic and efficient image processing framework: The case of the Milena library.Roland Levillain, Thierry Graud, Laurent Najman
2009ICCVPower watersheds: A new image segmentation framework extending graph cuts, random walker and optimal spanning forest.Camille Couprie, Leo J. Grady, Laurent Najman, Hugues Talbot
2009ISMMSome Morphological Operators in Graph Spaces.Jean Cousty, Laurent Najman, Jean Serra
2009ISMMMilena: Write Generic Morphological Algorithms Once, Run on Many Kinds of Images.Roland Levillain, Thierry Graud, Laurent Najman
2009ISMMUltrametric Watersheds.Laurent Najman
2009IWCIACollapses and Watersheds in Pseudomanifolds.Jean Cousty, Gilles Bertrand, Michel Couprie, Laurent Najman
2008ACIVSParallel Algorithm for Concurrent Computation of Connected Component Tree.Petr Matas, Eva Dokldalov, Mohamed Akil, Thierry Grandpierre, Laurent Najman, Martin Poupa, Vjaceslav Georgiev
2008ICIPRaising in watershed lattices.Jean Cousty, Laurent Najman, Jean Serra
2007ISMMWatershed cuts.Jean Cousty, Gilles Bertrand, Laurent Najman, Michel Couprie
2007ISMM1D Component tree in linear time and space and its application to gray-level image multithresholding.David Menotti, Laurent Najman, Arnaldo de Albuquerque Arajo
2006IWCIAGrayscale Watersheds on Perfect Fusion Graphs.Jean Cousty, Michel Couprie, Laurent Najman, Gilles Bertrand
2005ISMMMosaics and Watersheds.Laurent Najman, Michel Couprie, Gilles Bertrand
2001ICDARBenchmarking Commercial OCR Engines for Technical Drawings Indexing.J. C. Lecoq, Laurent Najman, Olivier Gibot, ric Trupin
2001ICDARIndexing Technical Drawings Using Title Block Structure Recognition.Laurent Najman, Olivier Gibot, Stphane Berche
1996ISMMLattice Operators Underlying Dynamic Systems.Juliette Mattioli, Luc Doyen, Laurent Najman
1995CAIPTopological and geometrical corners by watershed.Laurent Najman, Rgis Vaillant
1994ISMMMutational Equations of Morphological Dilation Tubes.Luc Doyen, Laurent Najman, Juliette Mattioli