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LN
Laurent Najman
247
Documents
Presentation
<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.
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Exploring Hierarchy Simplification for Non-Significant Region Removal2019 32nd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), Oct 2019, Rio de Janeiro, Brazil. pp.100-107, ⟨10.1109/SIBGRAPI.2019.00022⟩
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Well-Composedness in Alexandrov Spaces Implies Digital Well-Composedness in $\mathbb {Z}^n$20th International Conference on Discrete Geometry for Computer Imagery (DGCI 2017), Sep 2017, Vienne, Austria. pp.225-237, ⟨10.1007/978-3-319-66272-5_19⟩
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Well-composedness in Alexandrov spaces implies digital well-composedness in Z^n20th IAPR International Conference on Discrete Geometry for Computer Imagery (DGCI), Sep 2017, Vienna, Austria
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Efficient Computation of Attributes and Saliency Maps on Tree-Based Image RepresentationsMathematical Morphology and Its Applications to Signal and Image Processing, Benediktsson, J.A.; Chanussot, J.; Najman, L.; Talbot, H., May 2015, Reykjavik, Iceland. pp.693-704, ⟨10.1007/978-3-319-18720-4_58⟩
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A regionalized automated measurement of ciliary beating frequencyISBI 2015, Apr 2015, New-York, United States. ⟨10.1109/ISBI.2015.7163927⟩
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New characterizations of minimum spanning trees and of saliency maps based on quasi-flat zones12th International Symposium on Mathematical Morphology (ISMM), Benediktsson, J.A.; Chanussot, J.; Najman, L.; Talbot,, May 2015, Reykjavik, Iceland. pp.205-216, ⟨10.1007/978-3-319-18720-4_18⟩
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A Comparison of Some Morphological Filters for Improving OCR PerformanceMathematical Morphology and Its Applications to Signal and Image Processing, Benediktsson, J.A.; Chanussot, J.; Najman, L.; Talbot, H., May 2015, Reykjavik, Iceland. ⟨10.1007/978-3-319-18720-4_12⟩
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Hierarchies and shape-space for PET image segmentationInternational Symposium on Biomedical Imaging (ISBI), 2015, New York, United States. pp.1118-1121, ⟨10.1109/ISBI.2015.7164068⟩
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Hierarchical image segmentation relying on a likelihood ratio testICIAP 2015, Sep 2015, Genova, Italy. ⟨10.1007/978-3-319-23234-8_3⟩
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Automatic detection of beating cilia with frequencies estimationsCilia 2014, Nov 2014, Paris, France. ⟨10.1186/2046-2530-4-S1-P85⟩
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On making nD images well-composed by a self-dual local interpolation18th IAPR International Conference, DGCI 2014, Sep 2014, Sienna, Italy. pp.320-331, ⟨10.1007/978-3-319-09955-2_27⟩
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Meaningful Disjoint Level Lines SelectionInternational Conference on Image Processing (ICIP), Oct 2014, Paris, France
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Morphological Floodings and Optimal Cuts in HierarchiesInternational Conference on Image Processing (ICIP), Oct 2014, Paris, France. ⟨10.1109/ICIP.2014.7025905⟩
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hal-01082353v1
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Tubular structure filtering by ranking orientation responses of path operatorsEuropean Conference on Computer Vision (ECCV), 2014, Zürich, Switzerland. pp.203-218, ⟨10.1007/978-3-319-10605-2_14⟩
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A mutual reference shape based on information theoryInternational Conference on Image Processing ICIP, Oct 2014, Paris, France. pp.887 - 891, ⟨10.1109/ICIP.2014.7025178⟩
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Tubular structure filtering by ranking orientation responses of path operatorsReims Image, 2014, Reims, France
Conference papers
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A quasi-linear algorithm to compute the tree of shapes of n-D imagesInternational Symposium on Mathematical Morphology, May 2013, Uppsala, Sweden. pp.97-108
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Indoor Semantic Segmentation using depth informationFirst International Conference on Learning Representations (ICLR 2013), May 2013, Scottsdale, AZ, United States. pp.1-8
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Playing with Kruskal: algorithms for morphological trees in edge-weighted graphsInternational Symposium on Mathematical Morphology, May 2013, Uppsala, Sweden. pp.135-146
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Constructive links between some morphological hierarchies on edge-weighted graphsInternational Symposium on Mathematical Morphology, May 2013, Uppsala, Sweden. pp.85-96
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Causal graph-based video segmentationInternational Conference on Image Processing, Sep 2013, Melbourne, Australia. pp.1-4
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Salient Level Lines Selection Using the Mumford-Shah FunctionalICIP 2013, Sep 2013, Melbourne, Australia. pp.1-5
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Two applications of shape-based morphology: blood vessels segmentation and a generalization of constrained connectivityInternational Symposium on Mathematical Morphology, May 2013, Uppsala, Sweden. pp.386-397
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Discrete set-valued continuity and interpolationInternational Symposium on Mathematical Morphology, May 2013, Uppsala, Sweden. pp.37-48
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hal-00798574v1
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Hierarchical video segmentation using an observation scale26th SIBRAPI Conference on Graphics, Patterns and Images - SIPGRAPI 2013, Aug 2013, Arequipa, Peru. ⟨10.1109/SIBGRAPI.2013.51⟩
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A reference free approach for the comparative evaluation of eight segmentation methods for the estimation of the left ventricular ejection fraction in cardiac MRI.European Society for Magnetic Resonance in Medicine and Biology (ESMRMB), Oct 2012, Lisbonne, Portugal. pp.658
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Une approche générique du logiciel pour le traitement d'images préservant les performances23ème Colloque GRETSI - Traitement du Signal et des Images (GRETSI'12), 2012, France. 10pp
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Scene Parsing with Multiscale Feature Learning, Purity Trees, and Optimal Covers29th International Conference on Machine Learning (ICML 2012), Jun 2012, Edinburgh, United Kingdom. pp.1-8
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A hybrid algorithm for automatic heart delineation in CT angiographyComputer Assisted Radiology and Surgery - CARS'2012, Jun 2012, France. pp.S37-S38
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Context-based energy estimator: Application to object segmentation on the tree of shapesInternational Conference on Image Processing (ICIP), Sep 2012, Orlando, Florida, United States. pp.1577-1580
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Curvilinear structure enhancement with the polygonal path image - Application to guide-wire segmentation in X-ray fluoroscopy.Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, Oct 2012, Nice, France. pp.9-16, ⟨10.1007/978-3-642-33418-4_2⟩
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Morphological Filtering in Shape Spaces: Applications using Tree-Based Image Representations21st International Conference on Pattern Recognition, Nov 2012, Tsukuba, Japan. pp.485-488
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A hybrid algorithm for automatic heart segmentation in CT angiographyInternational Conference on Image Processing - ICIP'2012, Sep 2012, Orlando, United States. pp.2013 - 2016, ⟨10.1109/ICIP.2012.6467284⟩
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A hierarchical image segmentation algorithm based on an observation scaleJoint IAPR International Workshop, SSPR&SPR 2012, Nov 2012, Japan. pp.116-125, ⟨10.1007/978-3-642-34166-3_13⟩
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Estimation d'une forme mutuelle pour l'évaluation de la segmentation en imagerie cardiaque23ème Colloque GRETSI - Traitement du Signal et des Images (GRETSI '11), 2011, France. 10pp
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hal-00622511v1
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Méthodologie Pour Comparer Différentes Méthodes D'extraction De Biomarqueurs Sans Méthode De Référence. Application À La Segmentation Du Ventricule Gauche En Irm Cardiaque Pour Estimer La Fraction D'éjection.RITS 2011 (Colloque National Recherche en Imagerie et Technologies pour la Santé), Apr 2011, Rennes (CHU), France
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hal-00908741v1
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Dual constrained TV-based regularizationAcoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on, May 2011, Prague, Czech Republic. pp.945 - 948, ⟨10.1109/ICASSP.2011.5946561⟩
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hal-00744071v1
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Some morphological operators on simplicial complex spacesDiscrete geometry for computer imagery (DGCI'11), Apr 2011, Nancy, France. pp.441--452, ⟨10.1007/978-3-642-19867-0_37⟩
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Surface reconstruction using Power Watershed10th International Symposium on Mathematical Morphology (ISMM'11), 2011, France. pp.381-392, ⟨10.1007/978-3-642-21569-8_33⟩
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hal-00622504v1
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Incremental algorithm for hierarchical minimum spanning forests and saliency of watershed cuts |