Hugues Talbot
Présentation
Professeur à CentraleSupelec, Centre de Vision Numérique depuis mai 2018, membre de l'équipe INRIA OPIS.
Professeur à ESIEE Paris, membre du Laboratoire d'Informatique Gaspard-Monge (LIGM) 2004-2018, en détachement.
Publications
Publications
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Analyse de forme a priori pour la segmentation des torons dans les images tomographiquesJNC 2025 - Journées Nationales sur les Composites, LMPS, Jun 2025, Gif-sur-Yvette, France |
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Numerical Implementation of Variational Morphological Operators on GraphsDGMM 2025 - 4th International Conference on Discrete Geometry and Mathematical Morphology, Nov 2025, Groningen, Netherlands |
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Estimating Bone Mineral Density and Muscle Mass from EOS Low Dose X-Ray Imaging SystemMICCAI 2025 - Medical Image Computing and Computer Assisted Intervention, The MICCAI Society, Sep 2025, Daejong, South Korea. pp.168-177, ⟨10.1007/978-3-032-05141-7_17⟩ |
3DDX: Bone Surface Reconstruction from a Single Standard-Geometry Radiograph via Dual-Face Depth EstimationMICCAI 2024, Oct 2024, Marrakech, Morocco. pp.3-13, ⟨10.1007/978-3-031-72104-5_1⟩ |
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Convex optimization for binary tree-based transport networksInternational Conference on Discrete Geometry and Mathematical Morphology (DGMM), 2024, Florence, Italy. pp.217-228, ⟨10.1007/978-3-031-57793-2_17⟩ |
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A foundation for exact binarized morphological neural networksICCV 2023 - International Conference on Computer Vision, workshop on Low Bit Quantized Neural Networks, Oct 2023, Paris, France |
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Enhancing Quantitative Image Synthesis through Pretraining and Resolution Scaling for Bone Mineral Density Estimation from a Plain X-ray ImageSASHIMI 2024 - International Workshop on Simulation and Synthesis in Medical Imaging, Oct 2024, Marrakech, Morocco. pp.134-145 |
Learning sperm cells part segmentation with class-specific data augmentationHSI 2024 - 16th International Conference on Human System Interaction, Jul 2024, Paris, France. pp.1-6, ⟨10.1109/HSI61632.2024.10613572⟩ |
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Finite Volume Informed Graph Neural Network for Myocardial Perfusion SimulationProceedings of The 7nd International Conference on Medical Imaging with Deep Learning, Jul 2024, Paris, France. pp.276-288 |
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POS0341 PERFORMANCE ANALYSIS OF A DEEP LEARNING ALGORITHM TO DETECT POSITIVE SIJ MRI ACCORDING TO THE ASAS DEFINITION IN AXSPA PATIENTSEULAR 2023 - European Congress of Rheumatology, May 2023, Milan, Italy. pp.418.1-418, ⟨10.1136/annrheumdis-2023-eular.2357⟩ |
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MSKdeX: Musculoskeletal (MSK) Decomposition from an X-Ray Image for Fine-Grained Estimation of Lean Muscle Mass and Muscle VolumeMICCAI 2023 - 26th International Conference on Medical Image Computing and Computer-Assisted Intervention, Oct 2023, Vancoucer, Canada. pp.497-507, ⟨10.1007/978-3-031-43990-2_47⟩ |
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142P Correlating total tumor volume on CT-Scan and liquid biopsy ctDNA in 1017 patients with metastatic cancer: A novel studyESMO Congress 2023, European Society for Medical Oncology, Oct 2023, Madrid, Spain. pp.S237, ⟨10.1016/j.annonc.2023.09.2867⟩ |
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1022MO Predicting overall survival of patients with melanoma and NSCLC treated with immunotherapy using AI combining total tumor volume and tumor heterogeneity on CT-ScansESMO 2023 - Congress of European Society for Medical Oncology, European Society for Medical Oncology, Oct 2023, Madrid, Spain. pp.S622, ⟨10.1016/j.annonc.2023.09.2161⟩ |
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On the detection of Out-Of-Distribution samples in Multiple Instance LearningUncertainty Estimation for Computer Vision, ICCV2023 Workshop, Oct 2023, Paris, France |
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OpenCCO : Une implémentation de l’algorithme CCO pour la construction d’arbres vasculaires 2D et 3DAtelier R-Vessel-X 2023, Jun 2023, Lyon, France |
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Unsupervised Nuclei Segmentation using Spatial Organization PriorsMICCAI 2022 - 25th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2022, Singapore, Singapore. pp.325-335 |
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Binary morphological neural networkIEEE International Conference on Image Processing (ICIP), Oct 2022, Bordeaux, France. pp.3276-3280 |
Transformations affines discrètes sous contraintes topologiques et géométriques. Approche d'optimisation sur les complexes cellulairesJournées du Groupe de Travail en Géométrie Discrète et Morphologie Mathématique (GDMM), 2022, Bordeaux, France |
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Coronary artery centerline tracking with the Morphological Skeleton LossIEEE International Conference on Image Processing (ICIP), Oct 2018, Bordeaux, France. ⟨10.1109/ICIP46576.2022.9897385⟩ |
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Transformer graph network for coronary plaque localization in CCTAISBI 2022 - IEEE 19th International Symposium on Biomedical Imaging, Mar 2022, Kolkata, India. pp.1-5, ⟨10.1109/ISBI52829.2022.9761646⟩ |
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Incrementally semi-supervised classification of arthritis inflammation on a clinical datasetIEEE International Conference on Image Processing 2022, IEEE, Oct 2022, Bordeaux, France |
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A Maximum-Flow Model for Digital Elastica Shape OptimizationDiscrete Geometry Mathematical Morphology 2021, May 2021, Uppsala (Suède), Sweden. pp.429-440, ⟨10.1007/978-3-030-76657-3_31⟩ |
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Over-MAP: Structural Attention Mechanism and Automated Semantic Segmentation Ensembled for Uncertainty PredictionAAAI 2021 - 35th AAAI Conference on Artificial Intelligence, Feb 2021, Virtual, China. pp.15316-15322 |
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Geo-Spatiotemporal Features and Shape-Based Prior Knowledge for Fine-grained Imbalanced Data ClassificationIJCAI 2021 - Workshop on AI for Social Good, Jan 2021, Tokyo, Japan |
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Does Super-Resolution Improve OCR Performance in the Real World ? A Case Study on Images of ReceiptsICIP 2020 - IEEE International Conference on Image Processing, Oct 2020, Abu Dhabi, United Arab Emirates. pp.548-552, ⟨10.1109/ICIP40778.2020.9191067⟩ |
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Using Separated Inputs for Multimodal Brain Tumor Segmentation with 3D U-Net-like ArchitecturesBrainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries: 5th International Workshop,, Oct 2019, Shenzhen, China. pp.187-199, ⟨10.1007/978-3-030-46640-4_18⟩ |
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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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Spherical Fluorescent Particle Segmentation and Tracking in 3D Confocal MicroscopyISMM 2019 - 14th International Symposium on Mathematical Morphology, Bernhard Burgeth; Andreas Kleefeld; Benoît Naegel; Nicolas Passat; Benjamin Perret, Jul 2019, Saarbrücken, Germany. pp.520-531, ⟨10.1007/978-3-030-20867-7_40⟩ |
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Digital Curvature Evolution Model for Image SegmentationDGCI 2019 - International Conference on Discrete Geometry for Computer Imagery, Mar 2019, Noisy-le-Grand, France. pp.15-26, ⟨10.1007/978-3-030-14085-4_2⟩ |
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Self-dual pattern spectra for characterising the dermal-epidermal junction in 3D reflectance confocal microscopy imagingISMM 2019 - International Symposium on Mathematical Morphology and Its Applications to Signal and Image Processing, Jul 2019, Saarbrücken, Germany. pp.508-519, ⟨10.1007/978-3-030-20867-7_39⟩ |
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Atlas-based automated detection of swim bladder in Medaka embryoISMM 2019 - International Symposium on Mathematical Morphology and Its Application to Signal and Image Processing, Bernhard Burgeth; Andreas Kleefeld; Benoit Naegel; Nicolas Passat; Benjamin Perret, Jul 2019, Saarbrücken, Germany. pp.496-507, ⟨10.1007/978-3-030-20867-7_38⟩ |
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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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A Multicore Convex Optimization Algorithm with Applications to Video RestorationIEEE International Conference on Image Processing, Oct 2018, Athens, Greece |
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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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Evaluation of combinations of watershed hierarchiesvvISMM 2017, May 2017, Fontainebleau, France. pp.133-145, ⟨10.1007/978-3-319-57240-6_11⟩ |
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Classification of the dermal-epidermal junction using in-vivo confocal microscopyInternational Symposium on Biomedical Imaging, Apr 2017, Melbourne, Australia. pp.252-255, ⟨10.1109/ISBI.2017.7950513⟩ |
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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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Régularisation directionnelle pour la segmentation de structures curvilignesGRETSI, 2017, Juan-les-Pins, France |
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Automated quantification of the epidermal aging process using in-vivo confocal microscopyInternational Symposium on Biomedical Imaging, Apr 2016, Prague, Czech Republic. ⟨10.1109/ISBI.2016.7493486⟩ |
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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⟩ |
Towards the in-vivo automated assessment of nasal cilia mobilityCongress of the European Rhinologic Society, Jul 2016, Stockholm, Sweden |
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Automatic Image Splicing Detection Based on Noise Density Analysis in Raw ImagesACIVS-16, Oct 2016, Lecce, Italy. pp.126 - 134, ⟨10.1007/978-3-319-48680-2_12⟩ |
Image restoration and segmentation using the Ambrosio-Tortorelli functional and discrete calculusInternational Conference on Pattern Recognition (ICPR 2016), Dec 2016, Cancun, Mexico. ⟨10.1109/ICPR.2016.7899836⟩ |
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A variational model for thin structure segmentation based on a directional regularizationInternational Conference on Image Processing (ICIP), 2016, Phoenix, United States. pp.4324-4328, ⟨10.1109/ICIP.2016.7533176⟩ |
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From real MRA to virtual MRA: Towards an open-source frameworkMedical Image Computing and Computer-Assisted Intervention (MICCAI), 2016, Athènes, France. pp.335-343, ⟨10.1007/978-3-319-46726-9_39⟩ |
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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⟩ |
Discrete Calculus, Optimisation and Inverse Problems in ImagingInternational Conference on Discrete Geometry for Computer Imagery, Apr 2016, Nantes, France |
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Automated Image Splicing Detection from Noise Estimation in Raw Images6th International Conference on Imaging for Crime Prevention and Detection, Jul 2015, London, United Kingdom. pp.13-18, ⟨10.1049/ic.2015.0111⟩ |
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Image Noise and Digital Image ForensicsIWDW 2015, Oct 2015, tokyo, Japan. pp.3 - 17, ⟨10.1007/978-3-319-31960-5_1⟩ |
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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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Automated heart rate estimation in fish embryoInternational Conference on Image Processing Theory, Tools and Applications (IPTA), Nov 2015, Orléans, France. ⟨10.1109/IPTA.2015.7367171⟩ |
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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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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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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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Variational method combined with Frangi vesselness for tubular object segmentationComputational & Mathematical Biomedical Engineering (CMBE), 2015, Paris, France. pp.485-488 |
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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⟩ |
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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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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An Automated Assay for the Evaluation of Mortality in Fish EmbryoISMM 2015, May 2015, Reykjavik, Iceland. ⟨10.1007/978-3-319-18720-4_10⟩ |
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Shape-based analysis on component-graphs for multivalue image processing.International Symposium on Mathematical Morphology (ISMM 2015), May 2015, Reykjavik, Iceland. pp.446-457, ⟨10.1007/978-3-319-18720-4_38⟩ |
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3D CFD in complex vascular systems: A case studyInternational Symposium on Biomedical Simulation (ISBMS), 2014, Strasbourg, France. pp.86-94, ⟨10.1007/978-3-319-12057-7_10⟩ |
Robust path opening versus path opening for the detection of hedgerows in rural landscapesIGARSS 2014, International Geoscience and Remote Sensing Symposium, Jul 2014, Quebec, Canada. 4 p |
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Efficient neighbourhood computing for discrete rigid transformation graph searchDiscrete Geometry for Computer Imagery (DGCI), 2014, Sienne, Italy. pp.99-110, ⟨10.1007/978-3-319-09955-2_9⟩ |
Nouveaux opérateurs morphologiques pour la détection d'objets tubulairesJournée ISS France, 2014, Paris, France |
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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 non-local Chan-Vese model for sparse, tubular object segmentationInternational Conference on Image Processing (ICIP), 2014, Paris, France. pp.907-911, ⟨10.1109/ICIP.2014.7025182⟩ |
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Topological alterations of 3D digital images under rigid transformationsReims Image, 2014, Reims, France. pp.31-33 |
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Tubular structure filtering by ranking orientation responses of path operatorsReims Image, 2014, Reims, France |
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Iterative Poisson-Gaussian Noise Parametric Estimation for Blind Image DenoisingIEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.1-5 |
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Estimation of Separating Planes between Touching 3D Objects Using Power Watershed11th International Symposium on Mathematical Morphology and Its Applications to Signal and Image Processing (ISMM 2013), May 2013, Uppsala, Sweden. pp.452-463, ⟨10.1007/978-3-642-38294-9_38⟩ |
A Majorize-Minimize memory gradient algorithm applied to X-ray tomographyInternational Conference on Tomography of Materials and Structures, Jul 2013, Gent, Germany |
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Morphology-based cerebrovascular atlasInternational Symposium on Biomedical Imaging (ISBI), 2013, San-Francisco, CA, United States. pp.1210-1214, ⟨10.1109/ISBI.2013.6556698⟩ |
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Digital shapes, digital boundaries and rigid transformations: A topological discussionCourbure discrète : théorie et applications, 2013, Luminy, France. pp.195-201 |
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Semi-connections and hierarchiesInternational Symposium on Mathematical Morphology (ISMM), 2013, Uppsala, Sweden. pp.157-168, ⟨10.1007/978-3-642-38294-9_14⟩ |
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Identifying and following particle-to-particle contacts in real granular media: An experimental challengePOWDERS AND GRAINS 2013: Proceedings of the 7th International Conference on Micromechanics of Granular Media, Jul 2013, Sidney, Australia. pp.60 - 65, ⟨10.1063/1.4811868⟩ |
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Well-composed images and rigid transformationsInternational Conference on Image Processing (ICIP), 2013, Melbourne, Australia. pp.3035-3039, ⟨10.1109/ICIP.2013.6738625⟩ |
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Discrete rigid transformation graph search for 2D image registrationPSIVT Workshops, 2013, Guanajuato, Mexico. pp.228-239, ⟨10.1007/978-3-642-53926-8_21⟩ |
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Sufficient conditions for topological invariance of 2D images under rigid transformationsDiscrete Geometry for Computer Imagery (DGCI), 2013, Seville, Spain. pp.155-168, ⟨10.1007/978-3-642-37067-0_14⟩ |
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Efficient Robust Digital Annulus Fitting with Bounded Error17th IAPR International Conference on Discrete Geometry for Computer Imagery, Mar 2013, Seville, Spain. pp.253-264, ⟨10.1007/978-3-642-37067-0_22⟩ |
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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Préservation topologique des images numériques 2D par transformations rigidesJournées du Groupe de Travail en Géométrie Discrète (GT GeoDis), 2013, Paris, France |
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Thin structure filtering framework with non-local means, Gaussian derivatives and spatially-variant mathematical morphologyInternational Conference on Image Processing (ICIP), 2013, Melbourne, Australia. pp.1237-1241, ⟨10.1109/ICIP.2013.6738255⟩ |
A Majorize-Minimize memory gradient algorithm applied to X-ray tomography20th IEEE International Conference on Image Processing (ICIP 2013), Sep 2013, Melbourne, Australia. pp.1011-1015 |
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Combinatorial properties of 2D discrete rigid transformations under pixel-invariance constraintsInternational Workshop on Combinatorial Image Analysis (IWCIA), 2012, Austin, United States. pp.234-248, ⟨10.1007/978-3-642-34732-0_18⟩ |
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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⟩ |
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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Poisson-Gaussian noise parameter estimation in fluorescence microscopy imagingInternational Symposium on Biomedical Imaging (ISBI), May 2012, Barcelona, Spain |
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A primal-dual proximal splitting approach for restoring data corrupted with Poisson-Gaussian noiseIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2012), Mar 2012, Kyoto, Japan. pp.1085 - 1088, ⟨10.1109/ICASSP.2012.6288075⟩ |
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An EM approach for Poisson-Gaussian noise modelingEUSIPCO 2011, Aug 2011, Barcelona, Spain. pp.2244-2248 |
A fast solver for truncated-convex priors: quantized-convex split movesEnergy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR), Jul 2011, Saint Petersburg, Russia. pp.45-58 |
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A memory gradient algorithm for l2-l0 regularization with applications to image restoration18th IEEE International Conference on Image Processing (ICIP 2011), Sep 2011, Bruxelles, Belgium. pp.2717-2720, ⟨10.1109/ICIP.2011.6116230⟩ |
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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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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⟩ |
Efficient Robust Digital Hyperplane Fitting with Bounded Error16th International Conference on Discrete Geometry for Computer Imagery, DGCI2011, Apr 2011, Nancy, France. pp.223-234, ⟨10.1007/978-3-642-19867-0_19⟩ |
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A statistical arteriovenous cerebral atlasMICCAI Workshop on Computing and Visualization for (Intra)Vascular Imaging (CVII@MICCAI), 2011, Toronto, Canada. pp.73-80 |
Topologically correct cortical segmentation using Khalimsky's cubic complex frameworkMedical Imaging 2011.: Image Processing, SPIE, Feb 2011, Lake Buena Vista, FL, United States. pp.1-8, ⟨10.1117/12.878190⟩ |
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Optimal Consensus Set for Digital Line Fitting13th International Workshop on Combinatorial Image Analysis (IWCIA'09), Nov 2009, Cancun, Mexico. pp.93-105 |
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Image quantization under spatial smoothness constraints17th IEEE International Conference on Image Processing, Sep 2010, Hong Kong SAR China. pp.4297-4300, ⟨10.1109/ICIP.2010.5651796⟩ |
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Digital line and plane recognition using combinatorial optimization by multiresolutional representationthe IIEEJ Image Electronics and Visual Computing Workshop (IEVC 2010), Mar 2010, Nice, France. pp.1C-1 |
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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⟩ |
Efficiently computing optimal consensus of digital line fitting20th International Conference on Pattern Recognition (ICPR), 2010, Aug 2010, Istanbul, Turkey. pp.1064-1067, ⟨10.1109/ICPR.2010.266⟩ |
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Spatially-variant morpho-Hessian filter: Efficient implementation and applicationInternational Symposium on Mathematical Morphology (ISMM), 2009, Groningen, Netherlands. pp.137-148, ⟨10.1007/978-3-642-03613-2_13⟩ |
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Bayer Bilateral denoising on TriMedia 3270IST/SPIE Electronic Imaging, science and technology, Real-Time and Video Processing, SPIE, Jan 2009, San-Jose, CA, United States. 13pp, ⟨10.1117/12.812330⟩ |
A discrete lambda-medial axis15th Discrete Geometry for Computer Imagery (DGCI'09), Oct 2009, France. pp.421-433 |
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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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Algorithmes de Dematricage pour la Photographie Numerique : architecture dediee et implantation sur FPGAGRETSI, 2009, France. pp.1-4 |
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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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Combinatorial optimization for fitting of digital line and planeInternational Workshop on Computer Vision and Its Application to Image Media Processing, Satellite Workshop of the 3rd Pacific-Rim Symposium on Image and Video Technology, Jan 2009, Tokyo, Japan. pp.35-41 |
Directional Mathematical Morphology For the detection of the road network in very high resolution remote sensing imagesInternational Conference on Image Processing (ICIP'09), Nov 2009, Cairo, Egypt, France. pp.3725-3728 |
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Direction-adaptive grey-level morphology. Application to 3D vascular brain imagingInternational Conference on Image Processing (ICIP), 2009, Cairo, Egypt. pp.2261-2264, ⟨10.1109/ICIP.2009.5414356⟩ |
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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Efficient Poisson Denoising for PhotographyInternational Conference on Image Processing (ICIP'09), Nov 2009, Cairo, Egypt, France. pp.3881-3883 |
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Détection automatique du réseau vasculaire rétinien basée sur la morphologie directionnelle et la fusion de décisionGRETSI 2009, Sep 2009, Dijon, France, France. pp.1-4 |
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Curvilinear morpho-Hessian filter5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008. ISBI 2008, May 2008, Paris, France. pp.1011-1014, ⟨10.1109/ISBI.2008.4541170⟩ |
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Shot-noise adaptive bilateral filterInternational Conference on Signal Processing (ICSP'08), IEEE, 2008, Beijing, China. pp.864-867, ⟨10.1109/ICOSP.2008.4697265⟩ |
Towards Automated Lymphoma Prognosis based on PET ImagesInternational Workshop on Machine Learning for Signal Processing (MLSP'08), 2008, France. 10pp |
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Continuous maximal flows and applicationsIPAM GC 2008, 2008, Los Angeles, California, France. 10pp |
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Image Tampering Detection Using Bayer Interpolation and JPEG Compression1st International conference on Forensic applications and techniques in telecommunications, information, and multimedia (eForensics'08), 2008, France. pp.17:1--17:5 |
Demosaicing on the TriMedia 3270Workshop on Design and Architectures For Signal and Image Processing, 2007, France. 10pp |
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Segmentation of 3D nano-scale polystyrene ballsInternational Symposium on Mathematical Morphology - International Symposium on Mathematical Morphology'07, 8th International Symposium, Proceedings, 2007, France. pp.37-38 |
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Robust 3D segmentation of composite materials fibresInternational Symposium on Mathematical Morphology -International Symposium on Mathematical Morphology'07, 8th International Symposium, Proceedings, 2007, France. pp.25-26 |
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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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Elliptical distance transforms and applicationsDiscrete Geometry for Computer Imagery (DGCI'06), 2006, France. pp.320-330 |
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Efficient path openings and closingsInternational Symposium on Mathematical Morphology, 2005, Dordrecht, France. pp.33-42 |
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Path-based morphological openingsInternational Conference on Image Processing, Oct 2004, Singapore, France. pp.3085-3088 |
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Efficient and Consistent Recursive Filtering of Images with Reflective ExtensionProceedings of the IVth International Conference on Scale-Space theories in Computer Vision, Jun 2003, France. pp.699-712 |
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Elliptical distance transforms and the object splitting problemMathematical Morphology, Proceedings of the 6th International Symposium, Apr 2002, Sydney, Australia, France. pp.229-240 |
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AI-based multi-modal integration (ScanCov scores) of clinical characteristics, lab tests and chest CTs improves COVID-19 outcome prediction of hospitalized patients[Research Report] Inria Saclay Ile de France. 2020 |