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Laurent Najman

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Documents

Présentation

<image style="float: left; margin-left: 5px; margin-right: 5px;" src="https://laurentnajman.org/uploads/images/LaurentNajman-portrait-2023-small.jpeg" width="142" height="160">**Laurent Najman** received the Habilitation à Diriger les Recherches in 2006 from the University of Marne-la-Vallée, a Ph.D. of applied mathematics from Paris-Dauphine University in 1994 with the highest honour (Félicitations du Jury) and an “Ingénieur” degree from the Ecole des Mines de Paris in 1991. After earning his engineering degree, he worked in the Central Research Laboratories of Thomson-CSF for three years, working on some problems of infrared image segmentation using mathematical morphology. He then joined a start-up company named Animation Science in 1995, as director of research and development. The technology of particle systems for computer graphics and scientific visualisation, developed by the company under his technical leadership received several awards, including the “European Information Technology Prize 1997” awarded by the European Commission (Esprit programme) and by the European Council for Applied Science and Engineering and the “Hottest Products of the Year 1996” awarded by the Computer Graphics World journal. In 1998, he joined OCÉ Print Logic Technologies, as senior scientist. He worked there on various problem of image analysis dedicated to scanning and printing. In 2002, he joined the Informatics Department of ESIEE, Paris, where he is professor and a member of the Laboratoire d’Informatique Gaspard Monge, Université Paris-Est Marne-la-Vallée. His current research interest is discrete mathematical morphology, discrete topology and optimization.

Publications

hugues-talbot

Mathematical Morphology and Its Applications to Signal and Image Processing

Jon Atli Benediktsson , Jocelyn Chanussot , Hugues Talbot , Laurent Najman
9082, Springer, 2015, Lecture Notes in Computer Science, 978-3-319-18720-4
Proceedings/Recueil des communications hal-01168633v1
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Myocardial Perfusion Simulation for Coronary Artery Disease: A Coupled Patient-Specific Multiscale Model

Lazaros Papamanolis , Hyun Jin Kim , Clara Jaquet , Matthew Sinclair , Michiel Schaap
Annals of Biomedical Engineering, 2021, 49, pp.1432-1447. ⟨10.1007/s10439-020-02681-z⟩
Article dans une revue hal-03036457v2
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Object Detection with Component-Graphs in Multi-band Images: Application to Source Detection in Astronomical Images

Thanh Xuan Nguyen , Giovanni Chierchia , O Razim , R Peletier , Laurent Najman
IEEE Access, 2021, 9, pp.156482-156491. ⟨10.1109/ACCESS.2021.3128519⟩
Article dans une revue hal-03429058v2
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Shaping for PET image analysis

Eloïse Grossiord , Nicolas Passat , Hugues Talbot , Benoît Naegel , Salim Kanoun
Pattern Recognition Letters, 2020, 131, pp.307-313. ⟨10.1016/j.patrec.2020.01.017⟩
Article dans une revue hal-02155801v1
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Generation of patient-specific cardiac vascular networks: a hybrid image-based and synthetic geometric model

Clara Jaquet , Laurent Najman , Hugues Talbot , Leo Grady , Michiel Schaap
IEEE Transactions on Biomedical Engineering, 2019, 66 (4), pp.946-955. ⟨10.1109/TBME.2018.2865667⟩
Article dans une revue hal-01869264v1
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Shape-based analysis on component-graphs for multivalued image processing

Eloïse Grossiord , Benoît Naegel , Hugues Talbot , Laurent Najman , Nicolas Passat
Mathematical Morphology - Theory and Applications, 2019, 3 (1), pp.45-70. ⟨10.1515/mathm-2019-0003⟩
Article dans une revue hal-01695384v3
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Curvilinear structure analysis by ranking the orientation responses of path operators

Odyssée Merveille , Hugues Talbot , Laurent Najman , Nicolas Passat
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018, 40 (2), pp.304-317. ⟨10.1109/TPAMI.2017.2672972⟩
Article dans une revue hal-01262728v2
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2D filtering of curvilinear structures by ranking the orientation responses of path operators (RORPO)

Odyssée Merveille , Benoît Naegel , Hugues Talbot , Laurent Najman , Nicolas Passat
Image Processing On Line, 2017, 7, pp.246-261. ⟨10.5201/ipol.2017.207⟩
Article dans une revue hal-01599528v1
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Dual constrained TV-based regularization on graphs

Camille Couprie , Leo Grady , Laurent Najman , Jean-Christophe Pesquet , Hugues Talbot
SIAM Journal on Imaging Sciences, 2013, 6 (3), pp.246-1273. ⟨10.1137/120895068⟩
Article dans une revue hal-00743968v2
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Power Watersheds: A Unifying Graph Based Optimization Framework

Camille Couprie , Leo Grady , Laurent Najman , Hugues Talbot
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011, 33 (7), pp.1384-1399. ⟨10.1109/TPAMI.2010.200⟩
Article dans une revue hal-00622510v1
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Combinatorial Continuous Maximal Flows

Camille Couprie , Leo Grady , Hugues Talbot , Laurent Najman
SIAM Journal on Imaging Sciences, 2011, 4, pp.905-930. ⟨10.1137/100799186⟩
Article dans une revue hal-00525822v2
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Convex optimization for binary tree-based transport networks

Raoul Sallé de Chou , Mohamed Ali Srir , Laurent Najman , Nicolas Passat , Hugues Talbot
International Conference on Discrete Geometry and Mathematical Morphology (DGMM), 2024, Florence, Italy. pp.217-228, ⟨10.1007/978-3-031-57793-2_17⟩
Communication dans un congrès hal-04359833v1
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CGO: Multiband Astronomical Source Detection With Component-Graphs

Thanh Xuan Nguyen , Giovanni Chierchia , Laurent Najman , Aku Venhola , Caroline Haigh
ICIP 2020 - IEEE International Conference on Image Processing, Oct 2020, Abu Dhabi, United Arab Emirates. pp.16-20, ⟨10.1109/ICIP40778.2020.9191276⟩
Communication dans un congrès hal-03132048v1
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Segmentation 3D des lésions du lymphome à partir de descripteurs multimodaux TEP/TDM

Eloïse Grossiord , Hugues Talbot , Nicolas Passat , Michel Meignan , Laurent Najman
Journée thématique du GdR ISIS : "Segmentation d'images biomédicales : quels outils pour l'analyse des données massives, hétérogènes et multimodales ?", 2018, Paris, France
Communication dans un congrès hal-01745773v1
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Automated 3D lymphoma lesion segmentation from PET/CT characteristics

Eloïse Grossiord , Hugues Talbot , Nicolas Passat , Michel Meignan , Laurent Najman
International Symposium on Biomedical Imaging (ISBI), 2017, Melbourne, Australia. pp.174-178, ⟨10.1109/ISBI.2017.7950495⟩
Communication dans un congrès hal-01616459v1
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Evaluation of combinations of watershed hierarchies

Deise S Maia , Arnaldo de A Araujo , Jean S Cousty , Laurent Najman , Benjamin Perret
ISMM 2017, May 2017, Fontainebleau, France. pp.133-145, ⟨10.1007/978-3-319-57240-6_11⟩
Communication dans un congrès hal-01552420v1
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Periodic Area-of-Motion characterization for Bio-Medical applications

Élodie Puybareau , Hugues Talbot , Laurent Najman
ISBI 2017, Apr 2017, Melbourne, Australia. ⟨10.1109/ISBI.2017.7950503⟩
Communication dans un congrès hal-01467878v1
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Automating the measurement of physiological parameters: a case study in the image analysis of cilia motion

Élodie Puybareau , Hugues Talbot , E Bequignon , B Louis , G Pelle
IEEE International Conference on Image Processing (ICIP), Sep 2016, Phoenix, United States. ⟨10.1109/ICIP.2016.7532556⟩
Communication dans un congrès hal-01332942v1

Towards the in-vivo automated assessment of nasal cilia mobility

Élodie Puybareau , Emilie Bequignon , Mathieu Bottier , Gabriel Pelle , Bruno Louis
Congress of the European Rhinologic Society, Jul 2016, Stockholm, Sweden
Communication dans un congrès hal-01333003v1
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From real MRA to virtual MRA: Towards an open-source framework

Nicolas Passat , Stéphanie Salmon , Jean-Paul Armspach , Benoît Naegel , Christophe Prud'Homme
Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2016, Athène, France. pp.335-343, ⟨10.1007/978-3-319-46726-9_39⟩
Communication dans un congrès hal-01472890v1
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Multicriteria 3D PET image segmentation

Francisco Javier Alvarez Padilla , Eloïse Grossiord , Barbara Romaniuk , Benoît Naegel , Camille Kurtz
Image Processing Theory, Tools and Applications (IPTA), 2015, Orléans, France. pp.346-351, ⟨10.1109/IPTA.2015.7367162⟩
Communication dans un congrès hal-01616446v1
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Ranking orientation responses of path operators: Motivations, choices and algorithmics

Odyssée Merveille , Hugues Talbot , Laurent Najman , Nicolas Passat
International Symposium on Mathematical Morphology (ISMM), 2015, Reykjavik, Iceland. pp.633-644, ⟨10.1007/978-3-319-18720-4_53⟩
Communication dans un congrès hal-01168732v1
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Shape-based analysis on component-graphs for multivalued image processing

Eloïse Grossiord , Benoît Naegel , Hugues Talbot , Nicolas Passat , Laurent Najman
International Symposium on Mathematical Morphology (ISMM), 2015, Reykjavik, Iceland. pp.446-457, ⟨10.1007/978-3-319-18720-4_38⟩
Communication dans un congrès hal-01168812v1

Hiérarchies et analyse dans l'espace des formes pour la segmentation des images de tomographie par émission de positons

Eloïse Grossiord , Hugues Talbot , Nicolas Passat , Michel Meignan , Pierre Tervé
Journée ISS France, 2015, Paris, France
Communication dans un congrès hal-01694936v1
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When Convex Analysis Meets Mathematical Morphology on Graphs

Laurent Najman , Jean-Christophe Pesquet , Hugues Talbot
Mathematical Morphology and Its Applications to Signal and Image Processing, Benediktsson, J.A.; Chanussot, J.; Najman, L.; Talbot, H., May 2015, Reykjavik, Iceland. pp.473-484, ⟨10.1007/978-3-319-18720-4_40⟩
Communication dans un congrès hal-01168801v1
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Hierarchies and shape-space for PET image segmentation

Eloïse Grossiord , Hugues Talbot , Nicolas Passat , Michel Meignan , Pierre Tervé
International Symposium on Biomedical Imaging (ISBI), 2015, New York, United States. pp.1118-1121, ⟨10.1109/ISBI.2015.7164068⟩
Communication dans un congrès hal-01169944v1
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A regionalized automated measurement of ciliary beating frequency

Élodie Puybareau , Hugues Talbot , G Pelle , B Louis , J.-F Papon
ISBI 2015, Apr 2015, New-York, United States. ⟨10.1109/ISBI.2015.7163927⟩
Communication dans un congrès hal-01154672v1
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Automatic detection of beating cilia with frequencies estimations

Élodie Puybareau , Hugues Talbot , Gabriel Pelle , Bruno Louis , Laurent Najman
Cilia 2014, Nov 2014, Paris, France. ⟨10.1186/2046-2530-4-S1-P85⟩
Communication dans un congrès hal-01332964v1
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Tubular structure filtering by ranking orientation responses of path operators

Odyssée Merveille , Hugues Talbot , Laurent Najman , Nicolas Passat
European Conference on Computer Vision (ECCV), 2014, Zürich, Switzerland. pp.203-218, ⟨10.1007/978-3-319-10605-2_14⟩
Communication dans un congrès hal-00990014v2
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Tubular structure filtering by ranking orientation responses of path operators

Odyssée Merveille , Hugues Talbot , Laurent Najman , Nicolas Passat
Reims Image, 2014, Reims, France
Communication dans un congrès hal-01694899v1

A hybrid algorithm for automatic heart segmentation in CT angiography

Imen Melki , Hugues Talbot , Jean Cousty , Céline Pruvot , Jérôme Knoplioch
International Conference on Image Processing - ICIP'2012, Sep 2012, Orlando, United States. pp.2013 - 2016, ⟨10.1109/ICIP.2012.6467284⟩
Communication dans un congrès hal-00730483v1

A hybrid algorithm for automatic heart delineation in CT angiography

Imen Melki , Hugues Talbot , Jean Cousty , Laurent Najman , Céline Pruvot
Computer Assisted Radiology and Surgery - CARS'2012, Jun 2012, France. pp.S37-S38
Communication dans un congrès hal-00730481v1
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Curvilinear structure enhancement with the polygonal path image - Application to guide-wire segmentation in X-ray fluoroscopy.

Vincent Bismuth , Hugues Talbot , Régis Vaillant , Laurent Najman
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, Oct 2012, Nice, France. pp.9-16, ⟨10.1007/978-3-642-33418-4_2⟩
Communication dans un congrès hal-00741956v1
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Surface reconstruction using Power Watershed

Camille Couprie , Xavier Bresson , Laurent Najman , Hugues Talbot , Leo Grady
10th International Symposium on Mathematical Morphology (ISMM'11), 2011, France. pp.381-392, ⟨10.1007/978-3-642-21569-8_33⟩
Communication dans un congrès hal-00622504v1
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Dual constrained TV-based regularization

Camille Couprie , Hugues Talbot , Jean-Christophe Pesquet , Laurent Najman , Leo Grady
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on, May 2011, Prague, Czech Republic. pp.945 - 948, ⟨10.1109/ICASSP.2011.5946561⟩
Communication dans un congrès hal-00744071v1
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Anisotropic diffusion using power watersheds

Camille Couprie , Leo Grady , Laurent Najman , Hugues Talbot
Image Processing (ICIP), 2010 17th IEEE International Conference on, Sep 2010, Hong Kong SAR China. pp.4153-4156, ⟨10.1109/ICIP.2010.5653896⟩
Communication dans un congrès hal-00744091v1

Power watersheds: a new image segmentation framework extending graph cuts, random walker and optimal spanning forest

Camille Couprie , Leo Grady , Laurent Najman , Hugues Talbot
12th International Conference on Computer Vision (ICCV'09), Sep 2009, France. pp.731-738
Communication dans un congrès hal-00622409v1

4D Morphological segmentation and the miccai LV-segmentation grand challenge

Laszlo Marak , Jean Cousty , Laurent Najman , Hugues Talbot
MICCAI 2009 Workshop on Cardiac MR Left Ventricle Segmentation Challenge, Nov 2009, France. pp.1-8
Communication dans un congrès hal-00622420v1

A New Image Segmentation Framework: Power Watersheds

Camille Couprie , Leo Grady , Laurent Najman , Hugues Talbot
Poster session of International Symposium on Mathematical Morphology (ISMM'09), Aug 2009, France. pp.53-55
Communication dans un congrès hal-00622426v1

An open, clinically-validated database of 3D+t cine-MR images of the left ventricle with associated manual and automated segmentation

Laurent Najman , Jean Cousty , Michel Couprie , Hugues Talbot , Stéphanie Clément-Guinaudeau
ISC/NA-MIC Workshop on Open Science at Medical Image Computing and Computer-Assisted Intervention, 2007, France. 10pp
Communication dans un congrès hal-00622251v1

Application of Graph Partitioning to Image Segmentation

Amir Nakib , Laurent Najman , Hugues Talbot , Patrick Siarry
Graph partitionning, John Wiley & Sons, Inc, pp.249-274, 2013, ⟨10.1002/9781118601181.ch10⟩
Chapitre d'ouvrage hal-01616504v1
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Seeded Segmentation Methods for Medical Image Analysis

Camille Couprie , Laurent Najman , Hugues Talbot
Dougherty, Geoff. Medical Image Processing, Springer New York, pp.27-57, 2011, Biological and Medical Physics, Biomedical Engineering, 978-1-4419-9779-1. ⟨10.1007/978-1-4419-9779-1_3⟩
Chapitre d'ouvrage hal-00715457v1

Application du partitionnement de graphes à la segmentation d'images

Amir Nakib , Laurent Najman , Hugues Talbot , Patrick Siarry
Bichot Charles-Edmond, Siarry Patrick. Partitionnement de graphe : optimisation et applications, Hermes-Lavoisier, pp.1-23, 2011, Traité IC2
Chapitre d'ouvrage hal-00622478v1

Introduction to Mathematical Morphology

Laurent Najman , Hugues Talbot
Najman Laurent, Talbot Hugues. Mathematical Morphology: from theory to applications, ISTE-Wiley, pp.3-33, 2010
Chapitre d'ouvrage hal-00622499v1

An introduction to measurement theory for image analysis

Hugues Talbot , Jean Serra , Laurent Najman
Najman Laurent, Talbot Hugues. Mathematical morphology: from theroy to applications, ISTE-Wiley, pp.111-131, 2010
Chapitre d'ouvrage hal-00622501v1

Introduction à la mesure en analyse d'image

Hugues Talbot , Jean Serra , Laurent Najman
Talbot Hugues, Najman Laurent. Morphologie mathématique 2 : estimation, choix et mise en øeuvre, Hermes - Lavoisier, pp.23-43, 2010, IC2 - Signal et Image
Chapitre d'ouvrage hal-00622498v1

Chapter 1 - Introduction à la morphologie mathématique

Laurent Najman , Hugues Talbot
?. Morphologie mathématique : approches déterministes, Hermes Science Publications, pp.19-44, 2008
Chapitre d'ouvrage hal-00622383v1