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LN
Laurent Najman
241
Documents
Presentation
**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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Fairness in generative modelingGECCO '22: Genetic and Evolutionary Computation Conference, Jul 2022, Boston Massachusetts, France. pp.320-323, ⟨10.1145/3520304.3528992⟩
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hal-03793686v1
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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
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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⟩
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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⟩
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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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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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hal-03132023v1
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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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Recognizing hierarchical watershedsDGCI2019, Mar 2019, Noisy-le-grand, France. pp.300-313, ⟨10.1007/978-3-030-14085-4_24⟩
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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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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
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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⟩
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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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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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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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Periodic Area-of-Motion characterization for Bio-Medical applicationsISBI 2017, Apr 2017, Melbourne, Australia. ⟨10.1109/ISBI.2017.7950503⟩
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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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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⟩
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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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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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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⟩
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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⟩
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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⟩
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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⟩
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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⟩
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Towards the in-vivo automated assessment of nasal cilia mobilityCongress of the European Rhinologic Society, Jul 2016, Stockholm, Sweden
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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⟩
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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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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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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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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⟩
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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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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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Automatic detection of beating cilia with frequencies estimationsCilia 2014, Nov 2014, Paris, France. ⟨10.1186/2046-2530-4-S1-P85⟩
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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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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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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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hal-01081376v1
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Tubular structure filtering by ranking orientation responses of path operatorsReims Image, 2014, Reims, France
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hal-01694899v1
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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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hal-00990014v2
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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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hal-00831032v1
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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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hal-00798620v1
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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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hal-00805105v1
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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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hal-00798621v1
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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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hal-00798625v1
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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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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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hal-00798622v2
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Causal graph-based video segmentationInternational Conference on Image Processing, Sep 2013, Melbourne, Australia. pp.1-4
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hal-00830820v1
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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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hal-01616403v1
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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
Conference papers
hal-00762289v1
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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
Conference papers
hal-00730481v1
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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⟩
Conference papers
hal-00741956v1
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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
Conference papers
hal-00787512v1
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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
Conference papers
hal-00622513v1
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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
Conference papers
hal-00715469v1
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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⟩
Conference papers
hal-00730483v1
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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
Conference papers
hal-00714847v1
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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⟩
Conference papers
hal-00789387v1
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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⟩
Conference papers
hal-00730470v1
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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⟩
Conference papers
hal-00622505v1
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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⟩
Conference papers
hal-00622504v1
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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
Conference papers
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
Conference papers
hal-00908741v1
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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⟩
Conference papers
inserm-00773261v1
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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⟩
Conference papers
hal-00622506v1
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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⟩
Conference papers
hal-00744071v1
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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⟩
Conference papers
hal-00733264v1
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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⟩
Conference papers
hal-00744091v1
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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
Conference papers
hal-00622480v1
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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
Conference papers
hal-00622481v1
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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⟩
Conference papers
hal-00733251v1
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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
Conference papers
hal-00622409v1
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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
Conference papers
hal-00913828v1
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Collapses and watersheds in pseudomanifolds13th International Workshop on Combinatorial Image Analysis (IWCIA'09), Nov 2009, France. pp.397-410
Conference papers
hal-00622419v1
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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⟩
Conference papers
hal-00622403v1
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Ultrametric watersheds9th International Symposium on Mathematical Morphology (ISMM'09), Aug 2009, Groningen, Netherlands. pp.181-192
Conference papers
hal-00622405v1
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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
Conference papers
hal-00622404v1
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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
Conference papers
hal-00622426v1
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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
Conference papers
hal-00622420v1
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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⟩
Conference papers
hal-00622243v1
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On watershed cuts and thinnings |