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Laurent Najman
260
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.
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Modern Approaches to Discrete CurvatureSpringer International Publishing, 2184, 2017, Lecture Note in Mathematics, 978-3-319-58001-2. ⟨10.1007/978-3-319-58002-9⟩
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Discrete curvature: theory and applicationsCEDRAM, 3 (1), 2014, Actes des rencontres du CIRM
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hal-01090755v1
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Mathematical Morphology: from theory to applicationsNajman Laurent and Talbot Hugues. ISTE-Wiley, 507 p., 2010, 978-1-84821-215-2. ⟨10.1002/9781118600788⟩
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Morphologie Mathématique 2 : estimation, choix et mise en oeuvreHermès / Lavoisier, pp.311, 2010
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Morphologie Mathématique 1 : approches déterministesHermès / Lavoisier, pp.260, 2008, 9782746218413
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Systèmes d'exploitation - Synthèse de cours & exercices corrigésPearson Education France, 254pp., 2006
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Systèmes d'exploitationPearson Education France, pp.254, 2006, Synthex informatique, 2-7440-7193-5
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Mathematical Morphology and Its Applications to Signal and Image Processing9082, Springer, 2015, Lecture Notes in Computer Science, 978-3-319-18720-4
Proceedings/Recueil des communications
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Mathematical Morphology: 40 Years On30, Springer, 10pp., 2005, Computational Imaging and Vision
Proceedings/Recueil des communications
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Introduction to the Issue on Filtering and Segmentation with Mathematical Morphology6 Number 7, pp.149, 2012, IEEE Journal of Selected Topics in Signal Processing, ⟨10.1109/JSTSP.2012.2217593⟩
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hal-00741435v1
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Special issue on ISMM0525 (4), 10pp., 2007, Image and Vision Computing Journal
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Convex optimization for binary tree-based transport networksDGMM 2024 - Third International Conference on Discrete Geometry and Mathematical Morphology, Apr 2024, Florence, Italy
Communication dans un congrès
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Morse framesInternational Conference on Discrete Geometry and Mathematical Morphology (DGMM), S. Brunetti; A. Frosini; S. Rinaldi, Apr 2024, Florence, Italy
Communication dans un congrès
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On the duality between contrastive and non-contrastive self-supervised learningICLR 2023 - Eleventh International Conference on Learning Representations, May 2023, Kigali, Rwanda. ⟨10.48550/arXiv.2206.02574⟩
Communication dans un congrès
hal-03685169v3
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SWMLP: Shared Weight Multilayer Perceptron for Car Trajectory Speed Prediction using Road Topographical FeaturesInternational Conference on Models and Technologies for Intelligent Transportation Systems, Jun 2023, Nice, France. pp.1-6, ⟨10.1109/MT-ITS56129.2023.10241394⟩
Communication dans un congrès
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Self-supervised learning of Split Invariant Equivariant representationsThe Fortieth International Conference on Machine Learning, 2023, Honolulu, United States
Communication dans un congrès
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RankMe: Assessing the downstream performance of pretrained self-supervised representations by their rankThe Fortieth International Conference on Machine Learning, 2023, Honolulu, United States
Communication dans un congrès
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Fairness in generative modelingGECCO '22: Genetic and Evolutionary Computation Conference, Jul 2022, Boston Massachusetts, France. pp.320-323, ⟨10.1145/3520304.3528992⟩
Communication dans un congrès
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Visual xAI techniquesEcole Jeunes Chercheuses et Chercheurs en Informatique Mathématique, Maison de la Modélisation, de la Simulation et des Interactions [MSI], Jun 2022, Nice, France
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Gradient Vector Fields of Discrete Morse Functions and Watershed-cutsDGMM 2022 -- IAPR Second International Conference on Discrete Geometry and Mathematical Morphology, Étienne Baudrier; Benoît Naegel; Adrien Krähenbühl; Mohamed Tajine, Oct 2022, Strasbourg, France. pp.1--13, ⟨10.1007/978-3-031-19897-7_4⟩
Communication dans un congrès
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An Equivalence Relation between Morphological Dynamics and Persistent Homology in n-DDiscrete Geometry and Mathematical Morphology (DGMM), May 2021, Uppsala, Sweden
Communication dans un congrès
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Graph-based Supervoxel Computation from Iterative Spanning ForestDiscrete Geometry and Mathematical Morphology (DGMM), May 2021, Uppsala, Sweden
Communication dans un congrès
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CGO: Multiband Astronomical Source Detection With Component-GraphsICIP 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
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A 4D counter-example showing that DWCness does not imply CWCness in n-DCombinatorial Image Analysis. IWCIA 2020, Jul 2020, Novi Sad, Serbia. ⟨10.1007/978-3-030-51002-2_6⟩
Communication dans un congrès
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Watersheding hierarchiesInternational Symposium on Mathematical Morphology, Jul 2019, Saarbrücken, Germany. ⟨10.1007/978-3-030-20867-7_10⟩
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Recognizing hierarchical watershedsDGCI2019, Mar 2019, Noisy-le-grand, France. pp.300-313, ⟨10.1007/978-3-030-14085-4_24⟩
Communication dans un congrès
hal-01948502v1
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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⟩
Communication dans un congrès
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On the probabilities of hierarchical watershedsInternational Symposium on Mathematical Morphology, Jul 2019, Saarbrücken, Germany. ⟨10.1007/978-3-030-20867-7_11⟩
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Segmentation 3D des lésions du lymphome à partir de descripteurs multimodaux TEP/TDMJournée 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
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Extending K-means to Preserve Spatial ConnectivityIEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2018, Valencia, Spain
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Evaluation of combinations of watershed hierarchiesISMM 2017, May 2017, Fontainebleau, France. pp.133-145, ⟨10.1007/978-3-319-57240-6_11⟩
Communication dans un congrès
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POWER SPECTRAL CLUSTERING ON HYPERSPECTRAL DATAInternational Geoscience and Remote Sensing Symposium, Jul 2017, Forth Worth, United States
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Graph-based Hierarchical Video Cosegmentation19th International Conference on Image Analysis and Processing, Sebastiano Battiato; Giovanni Gallo; Raimondo Schettini; Filippo Stanco, Sep 2017, Catania, Italy. ⟨10.1007/978-3-319-68560-1_2⟩
Communication dans un congrès
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An Introduction to Gamma-Convergence for Spectral ClusteringDiscrete Geometry for Computer Imagery, Kropatsch, Walter G.; Artner, Nicole M.; Janusch, Ines, Sep 2017, Vienna, Austria. pp.185--196
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Automated 3D lymphoma lesion segmentation from PET/CT characteristicsInternational Symposium on Biomedical Imaging (ISBI), 2017, Melbourne, Australia. pp.174-178, ⟨10.1109/ISBI.2017.7950495⟩
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VOIDD: automatic vessel of intervention dynamic detection in PCI proceduresCVII-Stent Workshop MICCAI 2017, Sep 2017, Quebec City, Canada. pp.136 - 157, ⟨10.1109/MSP.2009.934154⟩
Communication dans un congrès
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Periodic Area-of-Motion characterization for Bio-Medical applicationsISBI 2017, Apr 2017, Melbourne, Australia. ⟨10.1109/ISBI.2017.7950503⟩
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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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Watersheds on Hypergraphs for Data ClusteringISMM 2017 - 13th International Symposium on Mathematical Morphology and Its Applications to Signal and Image Processing, May 2017, Fontainebleau, France. pp.211-221, ⟨10.1007/978-3-319-57240-6_17⟩
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Power Tree Filter: A Theoretical Framework Linking Shortest Path Filters and Minimum Spanning Tree FiltersMathematical Morphology and Its Applications to Signal and Image Processing, May 2017, Fontainebleau, France. pp.199-210, ⟨10.1007/978-3-319-57240-6_16⟩
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Discriminative Subtree Selection for NBI Endoscopic Image LabelingACCV2016 workshop on Mathematical and Computational Methods in Biomedical Imaging and Image Analysis, Nov 2016, Taipei, Taiwan. pp.610 - 624, ⟨10.1007/978-3-319-54427-4_44⟩
Communication dans un congrès
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Towards the in-vivo automated assessment of nasal cilia mobilityCongress of the European Rhinologic Society, Jul 2016, Stockholm, Sweden
Communication dans un congrès
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Decreasing the Number of Features for Improving Human Action Classification29th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI 2016), Oct 2016, Sao Paulo, Brazil. ⟨10.1109/SIBGRAPI.2016.035⟩
Communication dans un congrès
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From real MRA to virtual MRA: Towards an open-source frameworkMedical Image Computing and Computer-Assisted Intervention (MICCAI), 2016, Athène, France. pp.335-343, ⟨10.1007/978-3-319-46726-9_39⟩
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Stochastic hierarchical watershed cut based on disturbed topographical surface29th SIBGRAPI Conference on Graphics, Patterns and Images, SIBGRAPI 2016, Oct 2016, Sao Paulo, Brazil. ⟨10.1109/SIBGRAPI.2016.044⟩
Communication dans un congrès
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Automating the measurement of physiological parameters: a case study in the image analysis of cilia motionIEEE International Conference on Image Processing (ICIP), Sep 2016, Phoenix, United States. ⟨10.1109/ICIP.2016.7532556⟩
Communication dans un congrès
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A regionalized automated measurement of ciliary beating frequencyISBI 2015, Apr 2015, New-York, United States. ⟨10.1109/ISBI.2015.7163927⟩
Communication dans un congrès
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Ranking orientation responses of path operators: Motivations, choices and algorithmicsInternational Symposium on Mathematical Morphology (ISMM), 2015, Reykjavik, Iceland. pp.633-644, ⟨10.1007/978-3-319-18720-4_53⟩
Communication dans un congrès
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Shape-based analysis on component-graphs for multivalued image processingInternational Symposium on Mathematical Morphology (ISMM), 2015, Reykjavik, Iceland. pp.446-457, ⟨10.1007/978-3-319-18720-4_38⟩
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Multicriteria 3D PET image segmentationImage Processing Theory, Tools and Applications (IPTA), 2015, Orléans, France. pp.346-351, ⟨10.1109/IPTA.2015.7367162⟩
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How to make nD images Well-composed without interpolationInternational Conference on Image Processing (ICIP), Sep 2015, Quebec City, Canada. ⟨10.1109/ICIP.2015.7351181⟩
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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⟩
Communication dans un congrès
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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⟩
Communication dans un congrès
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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⟩
Communication dans un congrès
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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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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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When Convex Analysis Meets Mathematical Morphology on GraphsMathematical 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⟩
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Hiérarchies et analyse dans l'espace des formes pour la segmentation des images de tomographie par émission de positonsJournée ISS France, 2015, Paris, France
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How to Make nD Functions Digitally Well-Composed in a Self-dual WayMathematical Morphology and Its Applications to Signal and Image Processing, Benediktsson, J.A.; Chanussot, J.; Najman, L.; Talbot, H., May 2015, Reykjavik, Iceland. pp.561-572, ⟨10.1007/978-3-319-18720-4_47⟩
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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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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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Espaces des formes basés sur des arbres : définition et applications en traitement d'images et vision par ordinateurReconnaissance de Formes et Intelligence Artificielle (RFIA) 2014, Jun 2014, Rouen, France
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Practical Genericity: Writing Image Processing Algorithms Both Reusable and EfficientProgress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, Bayro-Corrochano, Eduardo and Hancock, Edwin, Nov 2014, Puerto Vallarta, Mexico. pp.70 - 79, ⟨10.1007/978-3-319-12568-8_9⟩
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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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Tubular structure filtering by ranking orientation responses of path operatorsReims Image, 2014, Reims, France
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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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Meaningful Disjoint Level Lines SelectionInternational Conference on Image Processing (ICIP), Oct 2014, Paris, France
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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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Salient Level Lines Selection Using the Mumford-Shah FunctionalICIP 2013, Sep 2013, Melbourne, Australia. pp.1-5
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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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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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Causal graph-based video segmentationInternational Conference on Image Processing, Sep 2013, Melbourne, Australia. pp.1-4
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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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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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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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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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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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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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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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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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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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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 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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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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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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Incremental algorithm for hierarchical minimum spanning forests and saliency of watershed cuts10th International Symposium on Mathematical Morphology (ISMM'11), Jul 2011, Verbania-Intra, Italy. pp.272-283, ⟨10.1007/978-3-642-21569-8_24⟩
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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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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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Towards a Parallel Topological Watershed: First Results10th International Symposium on Mathematical Morphology (ISMM'11), 2011, France. pp.248-259, ⟨10.1007/978-3-642-21569-8_22⟩
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Comparison of different segmentation approaches without using gold standard. Application to the estimation of the left ventricle ejection fraction from cardiac cine MRI sequences.Annual International Conference of the IEEE Engineering in Medicine and Biology Society., Aug 2011, Boston, United States. pp.2663-6, ⟨10.1109/IEMBS.2011.6090732⟩
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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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Writing Reusable Digital Geometry Algorithms in a Generic Image Processing FrameworkWADGMM 2010, Aug 2010, Istanbul, Turkey. pp.140-153, ⟨10.1007/978-3-642-32313-3_10⟩
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Writing Reusable Digital Geometry Algorithms in a Generic Image Processing FrameworkWorkshop on Applications of Digital Geometry and Mathematical Morphology, 2010, France. 10pp
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On morphological hierarchical representations for image processing and spatial data clusteringWorkshop on APPLICATIONS OF DISCRETE GEOMETRY AND MATHEMATICAL MORPHOLOGY, Aug 2010, Istanbul, Turkey. pp.43-67, ⟨10.1007/978-3-642-32313-3_4⟩
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Anisotropic diffusion using power watershedsImage Processing (ICIP), 2010 17th IEEE International Conference on, Sep 2010, Hong Kong SAR China. pp.4153-4156, ⟨10.1109/ICIP.2010.5653896⟩
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Why and How to Design a Generic and Efficient Image Processing Framework: The Case of the Milena LibraryInternational Conference on Image Processing (ICIP'10), 2010, France. 10pp
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4D Morphological segmentation and the miccai LV-segmentation grand challengeMICCAI 2009 Workshop on Cardiac MR Left Ventricle Segmentation Challenge, Nov 2009, France. pp.1-8
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Power watersheds: a new image segmentation framework extending graph cuts, random walker and optimal spanning forest12th International Conference on Computer Vision (ICCV'09), Sep 2009, France. pp.731-738
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Initiative multicentrique pour une plateforme d'évaluation en imagerie cardiaque.Congrès Recherche en Imagerie et Technologies de la Santé (RITS)., Mar 2009, Lille, France. pp.109-10
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A New Image Segmentation Framework: Power WatershedsPoster session of International Symposium on Mathematical Morphology (ISMM'09), Aug 2009, France. pp.53-55
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Milena: Write Generic Morphological Algorithms Once, Run on Many Kinds of Images9th International Symposium on Mathematical Morphology (ISMM'09), Aug 2009, Groningen, Netherlands. pp.295-306
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Ultrametric watersheds9th International Symposium on Mathematical Morphology (ISMM'09), Aug 2009, Groningen, Netherlands. pp.181-192
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Collapses and watersheds in pseudomanifolds13th International Workshop on Combinatorial Image Analysis (IWCIA'09), Nov 2009, France. pp.397-410
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Some morphological operators in graph spaces9th International Symposium on Mathematical Morphology (ISMM 2009), Aug 2009, Groningen, Netherlands. pp.149-160, ⟨10.1007/978-3-642-03613-2_14⟩
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Region-based 3D artwork indexing and classificationProceedings of the IEEE 3DTV-Con Conference, May 2008, Istanbul, Turkey. pp.393-396, ⟨10.1109/3DTV.2008.4547891⟩
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Raising in watershed lattices15th IEEE International Conference on Image Processing (ICIP'08), Oct 2008, San Diego, USA, France. pp.2196-2199
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Parallel Algorithm for Concurrent Computation of Connected Component TreeAdvanced Concepts for Intelligent Vision Systems (ACIVS'08), Oct 2008, France. pp.230-241
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Region-based artwork indexing and classification3DTV Conference: The True Vision - Capture, Transmission and Display of 3D Video (3DTV'08), May 2008, Istanbul, Turkey. pp.393 -396, ⟨10.1109/3DTV.2008.4547891⟩
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On watershed cuts and thinningsDiscrete Geometry for Computer Imagery, 2008, France. pp.434-445
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Contrast Enhancement in Digital Imaging using Histogram EqualizationVII - Workshop of Theses and Dissertations / XXI Brazilian Symposium on Computer Graphics and Image Processing, 2008, Campo Grande, Brazil, France. pp.86-95
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1D Component tree in linear time and space and its application to gray-level image multithresholdingInternational Symposium on Mathematical Morphology - International Symposium on Mathematical Morphology'07, 8th International Symposium, Proceedings, 2007, France. pp.437-448
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Watershed cutsInternational Symposium on Mathematical Morphology - International Symposium on Mathematical Morphology'07, 8th International Symposium, Proceedings, 2007, France. pp.301-312
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A Fast Hue-Preserving Histogram Equalization Method for Color Image Enhancement using a Bayesian Framework14th International Conference on Systems, Signals and Image Processing (IWSSIP 2007), Jun 2007, Maribor, Slovenie, France. pp.433-436
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Automated, Accurate and Fast Segmentation of 4D Cardiac MR ImagesFunctional Imaging and Modeling of the Heart, 2007, France. pp.474-483
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An open, clinically-validated database of 3D+t cine-MR images of the left ventricle with associated manual and automated segmentationISC/NA-MIC Workshop on Open Science at Medical Image Computing and Computer-Assisted Intervention, 2007, France. 10pp
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Fusion graphs, region merging and watershedsDiscrete Geometry for Computer Imagery, 2006, France. pp.343-354
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Grayscale watersheds on perfect fusion graphsCombinatorial Image Analysis, 2006, France. pp.60-73
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Fully automated segmentation of 4D cardiac cine-MRI dataset in humansArchives des Maladies du Cøeur et des Vaisseaux, 2006, France. pp.26-27
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Accurate assessment of left ventricular function in infarct patients with fully automated 4D segmentation of complete short-axis cine-MRI datasetArchives des Maladies du Cøeur et des Vaisseaux, 2006, -, France. pp.77-77
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Algorithms for the topological watershedDiscrete Geometry for Computer Imagery, 2005, France. pp.172-182
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Mosaics and watershedsMathematical Morphology: 40 Years On, Proceedings of the 7th International Symposium on Mathematical Morphology, 2005, France. pp.187-196
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Using mathematical morphology for document skew estimationprocs. SPIE Document Recognition and Retrieval XI, 2004, France. pp.182-191
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Quasi-linear algorithm for the component treeprocs. SPIE Vision Geometry XII, 2004, France. pp.98-107
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Watershed algorithms and contrast preservationDiscrete Geometry for Computer Imagery, 2003, France. pp.62-71
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Automatic Title Block Location in Technical DrawingsFourth IAPR International Workshop on Graphics Recognition (GREC), 2001, France. 10pp
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Scan-to-XML for Vector Graphics: an Experimental Setup for Intelligent Browsable Document GenerationFourth IAPR International Workshop on Graphics Recognition (GREC), 2001, France. pp.312-321
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Benchmarking Commercial OCR enginesSixth International Conference on Document Analysis and Recognition (ICDAR), 2001, France. pp.138-142
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Indexing Technical Drawings using Title Block Structure RecognitionSixth International Conference on Document Analysis and Recognition (ICDAR), 2001, France. pp.587-591
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Scan-to-XML: Using Software Component Algebra for Intelligent Document Generation4th International Workshop on Graphics Recognition - Algorithms and Applications - GREC'2001, Sep 2001, Kingston, Ontario, Canada. pp.211-221, ⟨10.1007/3-540-45868-9_18⟩
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Scan-to-XML for Vector Graphics: an experimental setup for intelligent browsable document generationFourth IAPR International Workshop on Graphics Recognition, 2001, Kingston, Ontario, Canada, 14 p
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inria-00100445v1
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Lattice Operators Underlying Dynamic SystemsMathematical Morphology and its Applications to Image and Signal Processing, 1996, France. pp.23-30
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Topological and geometrical corners by watershedCAIP'95 Proceedings, 1995, France. pp.262-269
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Mutational Equations of Morphological Dilation TubesMathematical Morphology and its Application to Signal Processing, 1994, France. pp.13-20
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hal-00622061v1
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A dynamic hierarchical segmentation algorithmMathematical Morphology and its applications to Signal Processing II, 1994, Fontainebleau, France, France. 10pp
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From Face Sideviews to IdentificationImage Processing: Theory and Applications, 1994, France. pp.151-153
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Definitions and some properties of the watershed of a continuous functionImage Processing: Theory and Applications, 1994, France. pp.151-153
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The Montagnes Russes Algorithm for Global Optimization7ème colloque franco-allemand d'optimisation, 1994, Dijon, France, France. 10pp
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Definition and some properties of the watershed of a continuous functionMathematical Morphology and its applications to Signal Processing, 1993, Barcelona, Spain, France. pp.76-81
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Shape‐based analysis on component‐graphs for multivalued image processingFolle Journée de l’Imagerie Nantaise, 2016, Nantes, France
Poster de conférence
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Application of Graph Partitioning to Image SegmentationGraph partitionning, John Wiley & Sons, Inc, pp.249-274, 2013, ⟨10.1002/9781118601181.ch10⟩
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Segmentation, Minimum Spanning Tree and HierarchiesLaurent Najman and Hugues Talbot. Mathematical Morphology: From Theory to Applications, Wiley, 229-261 (Chapter 9), 2013, 9781848212152 (Print). ⟨10.1002/9781118600788.ch9⟩
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A short tour of mathematical morphology on edge and vertex weighted graphsLezoray, O. and Grady, L. Image Processing and Analysis with Graphs: Theory and Practice, CRC Press, pp.141-174, 2012, Digital Imaging and Computer Vision, 9781439855072
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Application of graph partitioning to image segmentationC.-e. Bichot and P. Siarry. Graph Partitioning, ISTE - John Wiley & Sons, pp.251-274, 2011
Chapitre d'ouvrage
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Application du partitionnement de graphes à la segmentation d'imagesBichot Charles-Edmond, Siarry Patrick. Partitionnement de graphe : optimisation et applications, Hermes-Lavoisier, pp.1-23, 2011, Traité IC2
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Seeded Segmentation Methods for Medical Image AnalysisDougherty, 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⟩
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An introduction to measurement theory for image analysisNajman Laurent, Talbot Hugues. Mathematical morphology: from theroy to applications, ISTE-Wiley, pp.111-131, 2010
Chapitre d'ouvrage
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Introduction to Mathematical MorphologyNajman Laurent, Talbot Hugues. Mathematical Morphology: from theory to applications, ISTE-Wiley, pp.3-33, 2010
Chapitre d'ouvrage
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Chapter 3 - Watersheds in discrete spacesNajman Laurent, Talbot Hugues. Mathematical morphology: from theory to applications, ISTE-Wiley, pp.81-107, 2010
Chapitre d'ouvrage
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3D+t cardiac segmentationNajman Laurent, Talbot Hugues. Mathematical morphology: from theory to applications, ISTE-Wiley, pp.389-394, 2010
Chapitre d'ouvrage
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Introduction à la mesure en analyse d'imageTalbot 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
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Application du partitionnement de graphe à la segmentation d'imagesC. E. Bichot and P. Siarry. Partitionnement de graphe. Optimisation et applications, Traité IC2, série Informatique et Systèmes d'Information, Hermes-Lavoisier, pp.319-343, 2010
Chapitre d'ouvrage
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Segmentation cardiaque spatio-temporelle?. Segmentation cardiaque spatio-temporelle, Hermes Sciences, 10pp., 2010
Chapitre d'ouvrage
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Discrete region merging and watershedsPassare Mikael. Complex Analysis and Digital Geometry. Proceedings from the Kiselmanfest, 2006, 86, Uppsala University, pp.199-222, 2009, Acta Universitatis Upsaliensis, 978-91-554-7672-4
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Chapter 1 - Introduction à la morphologie mathématique?. Morphologie mathématique : approches déterministes, Hermes Science Publications, pp.19-44, 2008
Chapitre d'ouvrage
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Chapter 4 - Ligne de partage des eaux dans les espaces discretsNajman Laurent, Talbot Hugues. Morphologie mathématique : approches déterministes, Hermes Sciences Publications, pp.123-149, 2008
Chapitre d'ouvrage
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Segmentation, arbre de poids minimum et hiérarchiesNajman Laurent & Talbot Hugues. Morphologie mathématique 1 : approches déterministes, Hermes Science Publications, 203-236 (Chapitre 7), 2008, Traité IC2 signal et image, 978-2746218413
Chapitre d'ouvrage
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La numérisation de documents : principes et évaluation des performancesBernard Hidoine; Jean-Claude Le Moal. Bibliothèques numériques. Cours INRIA, octobre 2000, La Bresse, ADBS, 35 p, 2000, 2-84365-044-5
Chapitre d'ouvrage
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La numérisation de documents: le point de vue de l'informaticien face à l'industriel?. Bibliothèques numériques, ADBS editions, pp.53-98, 2000
Chapitre d'ouvrage
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Ligne de Partage des EauxSchmitt Michel, Mattioli Juliette. Morphologie Mathématique, Masson, pp.121-140, 1994
Chapitre d'ouvrage
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Skew detection in document imagesFrance, Patent n° : EP 1 394 725 A1. 2004, pp.16
Brevet
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Method of recognizing and indexing documentsFrance, Patent n° : FR2806814 (A1). 2001
Brevet
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Automatic table locating technique for documentsUnited States, Patent n° : US2002154818 (A1). 2001
Brevet
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Proofs of the properties presented in the article "Watersheding hierarchies"[Research Report] Université Paris-Est, LIGM UMR CNRS 8049, France; ESIEE Paris. 2019
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About the equivalence between AWCness and DWCness[Research Report] LIGM - Laboratoire d'Informatique Gaspard-Monge; LRDE - Laboratoire de Recherche et de Développement de l'EPITA. 2016
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Morphological filters for OCR: a performance comparison[Research Report] LIGM - Laboratoire d'Informatique Gaspard-Monge. 2012
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Morphologie Mathématique: de la Segmentation d'Images à l'Analyse MultivoqueSystèmes dynamiques [math.DS]. Université Paris Dauphine - Paris IX, 1994. Français. ⟨NNT : ⟩
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Morphologie mathématique, systèmes dynamiques et applications au traitement des imagesMathématique discrète [cs.DM]. Université de Marne la Vallée, 2006
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