Gabriel Peyré
202
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Model Consistency of Partly Smooth Regularizers[Research Report] CNRS. 2014
Reports
hal-00987293v4
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Fast and accurate optimization on the orthogonal manifold without retraction25th International Conference on Artificial Intelligence and Statistics, Mar 2022, Virtual, France. pp.5636-5657
Conference papers
hal-03869218v1
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Faster Unbalanced Optimal Transport: Translation invariant Sinkhorn and 1-D Frank-WolfeProceedings of The 25th International Conference on Artificial Intelligence and Statistics, Mar 2022, 2022-03-28, France. pp.4995-5021
Conference papers
hal-03869544v1
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Sinkformers: Transformers with Doubly Stochastic AttentionInternational Conference on Artificial Intelligence and Statistics, Mar 2022, Virtuel, France. pp.3515-3530
Conference papers
hal-03870858v1
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Randomized Stochastic Gradient Descent Ascent25th International Conference on Artificial Intelligence and Statistics, Mar 2022, Online, France
Conference papers
hal-03869529v1
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Unsupervised Ground Metric Learning Using Wasserstein Singular VectorsProceedings of the 39th International Conference on Machine Learning,, Jul 2022, Baltimore, United States
Conference papers
hal-03828733v1
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Momentum Residual Neural Networks38th International Conference on Machine Learning, Aug 2021, Online, United States. pp.9276-9287
Conference papers
hal-03144341v1
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Faster Wasserstein Distance Estimation with the Sinkhorn DivergenceNeural Information Processing Systems, Dec 2020, Vancouver, Canada
Conference papers
hal-02867271v2
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Entropic Optimal Transport between Unbalanced Gaussian Measures has a Closed FormNeurIPS 2020 - 34th Conference on Neural Information Processing Systems, Dec 2020, Vancouver / Virtuel, Canada
Conference papers
hal-03063834v1
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Wasserstein Control of Mirror Langevin Monte CarloProceedings of Machine Learning Research, Conference on Learning Theory (COLT), Jul 2020, Graz, Austria. pp.1-28
Conference papers
hal-02881037v1
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Super-efficiency of automatic differentiation for functions defined as a minimumInternational Conference on Machine Learning, Aug 2020, Vienna, Austria
Conference papers
hal-02941922v1
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Universal Invariant and Equivariant Graph Neural NetworksAdvances in Neural Information Processing Systems (NeurIPS), 2019, Vancouver, Canada
Conference papers
hal-02484980v1
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Sample Complexity of Sinkhorn divergencesAISTATS'19 - 22nd International Conference on Artificial Intelligence and Statistics, Apr 2019, Okinawa, Japan
Conference papers
hal-02411822v1
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Geometric Losses for Distributional LearningProceedings of the International Conference on Machine Learning, 2019, Long Beach, United States
Conference papers
hal-02129281v1
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The Sliding Frank-Wolfe Algorithm for the BLASSOWorkshop on Signal Processing with Adaptative Sparse Structured Representations - SPARS 2019, Sep 2019, Toulouse, France
Conference papers
hal-03012568v1
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Support Localization and the Fisher Metric for off-the-grid Sparse RegularizationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2019, Naha, Japan
Conference papers
hal-02367999v1
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Learning Generative Models with Sinkhorn DivergencesAISTATS, Apr 2018, Lanzarote, Spain
Conference papers
hal-03515305v1
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Déconvolution parcimonieuse sans grille: une méthode de faible rangORASIS 2017 - Journées francophones des jeunes chercheurs en vision par ordinateur, GREYC, Jun 2017, Colleville-sur-Mer, France
Conference papers
hal-01866617v1
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A Multi-step Inertial Forward–Backward Splitting Method for Non-convex OptimizationAdvances in Neural Information Processing Systems (NIPS), Dec 2017, Barcelona, Spain
Conference papers
hal-01658854v1
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Optimal transport-based dictionary learning and its application to Euclid-like Point Spread Function representationWavelets and Sparsity XVII, Aug 2017, San Diego, United States. pp.103940H, ⟨10.1117/12.2270641⟩
Conference papers
hal-01635342v1
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Optimal Transport for Diffeomorphic Registration MICCAI 2017, Sep 2017, Quebec, Canada
Conference papers
hal-01540455v1
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Gromov-Wasserstein Averaging of Kernel and Distance MatricesICML 2016, Jun 2016, New-York, United States
Conference papers
hal-01322992v1
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Stochastic Optimization for Large-scale Optimal TransportNIPS 2016 - Thirtieth Annual Conference on Neural Information Processing System, Dec 2016, Barcelona, Spain
Conference papers
hal-01321664v2
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Fast Optimal Transport Averaging of Neuroimaging DataInformation Processing in Medical Imaging (IPMI), Jun 2015, Isle of Skye, United Kingdom
Conference papers
hal-01135198v1
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Asymptotic of Sparse Support Recovery for Positive Measures5th International Workshop on New Computational Methods for Inverse Problems (NCMIP2015), 2015, Cachan, France. ⟨10.1088/1742-6596/657/1/012013⟩
Conference papers
hal-01271269v1
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Sparse Support Recovery with Non-smooth Loss FunctionsAdvances in Neural Information Processing Systems (NIPS), Nov 2015, Barcelone, Spain
Conference papers
hal-01658855v1
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Iteration-Complexity of a Generalized Forward Backward Splitting AlgorithmICASSP'14, May 2014, Florence, Italy. 5 pp
Conference papers
hal-01073917v1
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Local Linear Convergence of Forward--Backward under Partial SmoothnessAdvances in Neural Information Processing Systems (NIPS), Dec 2014, Montréal, Canada
Conference papers
hal-01150460v1
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On the Convergence Rates of Proximal Splitting AlgorithmsIEEE International Conference on Image Processing (ICIP 2014), Oct 2014, Paris, France
Conference papers
hal-01080059v1
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Constrained Sparse Texture SynthesisProceedings of SSVM'13, Jun 2013, Seggauberg, Austria
Conference papers
hal-00798570v2
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Synthèse de texture par décomposition parcimonieuse contrainteGretsi 2013, Sep 2013, Brest, France
Conference papers
hal-00870444v1
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The degrees of freedom of the group Lasso for a general designSPARS'13, Jul 2013, Lausanne, Switzerland. 1 page
Conference papers
hal-00926929v1
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Regularized Discrete Optimal TransportInternational Conference on Scale Space and Variational Methods in Computer Vision (SSVM'13), Jun 2013, Schloss Seggau, Leibnitz, Austria. pp.428-439, ⟨10.1007/978-3-642-38267-3_36⟩
Conference papers
hal-00797078v1
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Robustesse au bruit des régularisations polyhédrales24th GRETSI Symposium on Signal and Image Processing, Sep 2013, Brest, France. pp.ID130
Conference papers
hal-00927075v1
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Stable Recovery with Analysis Decomposable PriorsSPARS 2013, Jul 2013, Lausanne, Switzerland. 1 pp
Conference papers
hal-00926727v1
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Robust Polyhedral RegularizationInternational Conference on Sampling Theory and Applications (SampTA), 2013, Bremen, Germany
Conference papers
hal-00816377v1
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Reconstruction Stable par Régularisation Décomposable AnalyseColloque sur le Traitement du Signal et des Images (GRETSI'13), Sep 2013, Brest, France. pp.ID208
Conference papers
hal-00927561v1
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Stein COnsistent Risk Estimator (SCORE) for hard thresholdingSignal Processing with Adaptive Sparse Structured Representations., Jul 2013, Lausanne, Switzerland
Conference papers
hal-00776303v2
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Stable Recovery with Analysis Decomposable PriorsProc. SampTA'13, Jul 2013, Bremen, Germany. pp.113-116
Conference papers
hal-00926732v1
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Unbiased Risk Estimation for Sparse Analysis RegularizationProc. ICIP'12, Sep 2012, Orlando, United States. pp.3053-3056
Conference papers
hal-00662718v1
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Proximal Splitting Derivatives for Risk EstimationNCMIP'12, Apr 2012, France. pp.012003, ⟨10.1088/1742-6596/386/1/012003⟩
Conference papers
hal-00670213v1
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Risk estimation for matrix recovery with spectral regularizationICML'2012 workshop on Sparsity, Dictionaries and Projections in Machine Learning and Signal Processing, Jun 2012, Edinburgh, United Kingdom
Conference papers
hal-00695326v3
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The Degrees of Freedom of the Group LassoInternational Conference on Machine Learning Workshop (ICML), 2012, Edinburgh, United Kingdom
Conference papers
hal-00695292v1
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Wasserstein Active ContoursICIP'12, Sep 2012, Orlando, United States. pp.2541 - 2544, ⟨10.1109/ICIP.2012.6467416⟩
Conference papers
hal-00593424v1
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Compact Representations of Stationary Dynamic TexturesICIP'12, Sep 2012, United States
Conference papers
hal-00662719v1
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Sparse reconstruction from a limited projection number of the coronary artery tree in X-ray rotational imagingIEEE International Symposium on Biomedical Imaging (ISBI'12), May 2012, Barcelone, Spain. pp.804-807
Conference papers
hal-00702613v1
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Wasserstein Barycenter and its Application to Texture MixingSSVM'11, 2011, Israel. pp.435-446
Conference papers
hal-00476064v1
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Wasserstein Regularization of Imaging ProblemsICIP 2011 : 2011 IEEE International Conference on Image Processing, Sep 2011, Bruxelles, Belgium
Conference papers
hal-00591279v1
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Non-local Active ContoursSSVM'11: 3rd International Conference on Scale Space and Variational Methods in Computer Vision, May 2011, Ein-Gedi, Israel
Conference papers
hal-00591281v1
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Texture Segmentation via Non-local Non-parametric Active ContoursEMMCVPR, Jul 2011, Saint Petersburg, Russia. pp.74-88
Conference papers
hal-00598164v1
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Apprentissage d'a priori analyseGRETSI'11, 2011, Bordeaux, France. 4 pp
Conference papers
hal-00744810v1
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Adaptive Structured Block Sparsity Via Dyadic PartitioningEUSIPCO 2011, Aug 2011, Barcolona, Spain. pp.1455-1459
Conference papers
hal-00597772v1
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Parcimonie Adaptative Structurée par Blocs DyadiquesGRETSI'11, 2011, Bordeaux, France. 4 pp
Conference papers
hal-00744811v1
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Régularisation de Wasserstein. Application au Transfert de CouleurGRETSI'11, 2011, France
Conference papers
hal-00744813v1
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Non-local Segmentation and InpaitingICIP'11: IEEE International Conference on Image Processing, Sep 2011, Brussels, Belgium
Conference papers
hal-00591280v1
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Group Sparsity with Overlapping Partition FunctionsEUSIPCO 2011, Aug 2011, Barcelona, Spain. pp.303-307
Conference papers
hal-00597771v1
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Synthèse de textures par transport optimalGRETSI'11, 2011, France
Conference papers
hal-00744812v1
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The degrees of freedom of the Lasso in underdetermined linear regression modelsSPARS 2011, Jul 2011, Edinburgh, United Kingdom. pp.56
Conference papers
hal-00625219v1
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Learning Analysis Sparsity PriorsSampta'11, 2011, Singapour, Singapore. 4 pp
Conference papers
hal-00542016v1
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Geodesic Shape Retrieval via Optimal Mass Transport11th European Conference on Computer Vision, Sep 2010, Heraklion, Crete, Greece. pp.771-784, ⟨10.1007/978-3-642-15555-0_56⟩
Conference papers
hal-00498607v1
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Separation of Traveling Waves in Cortical Networks Using Optical ImagingIEEE International Symposium on Biomedical Imaging (ISBI) 2010, Apr 2010, Rotterdam, Netherlands. pp.868-871, ⟨10.1109/ISBI.2010.5490124⟩
Conference papers
hal-00450733v1
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Image Compression with Anisotropic Geodesic Triangulation2010 SIAM Conference on Imaging Science. Minisymposium on Anisotropic Fast Marching and Applications, Apr 2010, Chicago, USA, United States
Conference papers
hal-00701406v1
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On Growth and Formlets: Sparse Multi-Scale Coding of Planar ShapeCVPR'10, Jun 2010, San-Francisco, United States. pp.459-466
Conference papers
hal-00470560v1
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Challenging Restricted Isometry Constants with Greedy PursuitITW'09, Oct 2009, Taormina, Italy. pp.475-479
Conference papers
hal-00373450v2
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Une exploration numérique des performances de l'échantillonage compresséGretsi'09, Sep 2009, Dijon, France
Conference papers
hal-00385018v1
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Compression d'images par triangulation géodésique anisotropeGretsi'09, Sep 2009, Dijon, France
Conference papers
hal-00385265v1
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Algorithmes de premier ordre pour la projection sur une contrainte de variation totaleGretsi'09, Sep 2009, Dijon, France
Conference papers
hal-00385681v1
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Anisotropic Geodesics for Perceptual Grouping and Domain MeshingECCV 2008, Oct 2009, Marseilles, France. pp.129-142
Conference papers
hal-00360797v1
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Image Compression with Anisotropic Geodesic TriangulationsIEEE 12th International Conference o Computer Vision, Sep 2009, Kyoto, Japan. pp.2343-2348, ⟨10.1109/ICCV.2009.5459425⟩
Conference papers
hal-00366933v1
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Locally Parallel Textures Modeling with Adapted Hilbert SpacesEnergy Minimization Methods in Computer Vision and Pattern Recognition 2009, Aug 2009, Bonn, Germany. pp.429-442, ⟨10.1007/978-3-642-03641-5⟩
Conference papers
hal-00392270v1
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Extraction de textures localement parallèles par un espace de Hilbert adaptéGretsi'09, Sep 2009, Dijon, France
Conference papers
hal-00392267v1
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A Numerical Exploration of Compressed Sampling RecoverySPARS'09, Signal Processing with Adaptive Sparse Structured Representations, Apr 2009, Saint-Malo, France. 5p
Conference papers
hal-00365028v1
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Extraction of Tubular Structures over an Orientation DomainIEEE Conference on Computer Vision and Pattern Recognition (CVPR'09), Jun 2009, Florida, United States
Conference papers
hal-00365599v1
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Best Basis Denoising with Non-stationary Wavelet PacketsICIP'09, Nov 2009, Cairo, Egypt. pp.3825-3828, ⟨10.1109/ICIP.2009.5414264⟩
Conference papers
hal-00410869v1
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Total Variation Projection with First Order SchemesICIP'09, Nov 2009, Cairo, Egypt. pp.1325-1328
Conference papers
hal-00401251v1
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Non-local Regularization of Inverse ProblemsEuropean Conference on Computer Vision (ECCV'08), Oct 2008, Marseilles, France. pp.57-68
Conference papers
hal-00365030v1
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Non-local Regularization of Inverse Problems10th European Conference on Computer Vision, Oct 2008, Marseille, France. pp.57-68, ⟨10.1007/978-3-540-88690-7_5⟩
Conference papers
hal-00333331v1
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Dynamic Texture Synthesis with GroupletsMAPMO workshop on image processing, Apr 2008, Orléans, France
Conference papers
hal-00365956v1
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3D Shape Matching by Geodesic EccentricitySearch in 3D 2008, Jun 2008, Anchorage, Alaska, United States. pp.1-8, ⟨10.1109/CVPRW.2008.4563032⟩
Conference papers
hal-00419826v1
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Anisotropic geodesics for perceptual grouping and domain meshing10th European Conference on Computer Vision, Oct 2008, Marseille, France. pp.129-142, ⟨10.1007/978-3-540-88688-4_10⟩
Conference papers
hal-00333330v1
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Apprentissage de dictionnaires parcimonieux adaptés pour la séparation d'imagesGretsi'07, Sep 2007, Troye, France. pp.9-12
Conference papers
hal-00365967v1
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Geometric Estimation with Orthogonal Bandlet BasesSPIE Wavelets XII, Aug 2007, San Diego, CA, United States. pp.67010M.1-67010M.10
Conference papers
hal-00365606v1
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Learning Adapted Dictionaries for Geometry and Texture SeparationSPIE Wavelets XII, Aug 2007, San Diego, CA, United States. pp.67011T
Conference papers
hal-00365601v1
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Best Basis Compressed SensingScale Space and Variational Methods in Computer Vision (SSVM'07), Jun 2007, Ischia, Italy. pp.80-91, ⟨10.1007/978-3-540-72823-8_8⟩
Conference papers
hal-00365607v1
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Shape Matching Using the Geodesic Eccentricity Transform - A Study31st annual workshop of the Austrian Association for Pattern (OAGM/AAPR), Aug 2007, Krumbach, Austria. pp.97--104
Conference papers
hal-00365897v1
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Non-negative Sparse Modeling of TexturesSSVM'07, Jun 2007, Ischia, Italy. pp.628-639
Conference papers
hal-00365608v1
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Critère d'identifiabilité pour la minimisation L1GRETSI'07, Sep 2007, Troye, France. pp.993-996
Conference papers
hal-00365959v1
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Débruitage géométrique d'images dans des bases orthonormées de bandelettesGRETSI'07, Sep 2007, Troye, France. pp.969-972
Conference papers
hal-00365965v1
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Texture Synthesis and Modification with a Patch-Valued Wavelet TransformScale Space and Variational Methods in Computer Vision (SSVM'07), Jun 2007, Ischia, Italy. pp.640-651, ⟨10.1007/978-3-540-72823-8⟩
Conference papers
hal-00365612v1
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Random Sensing of Geometric ImagesNeuroComp'06, Oct 2006, Pont-à-Mousson, France. pp.91-94
Conference papers
hal-00365628v1
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Landmark-based Geodesic Computation for Heuristically Driven Path Planning2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06), Jun 2006, New York, NY, United States. pp.2229-2236, ⟨10.1109/CVPR.2006.163⟩
Conference papers
hal-00365622v1
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Heuristically Driven Front Propagation for Geodesic Paths ExtractionVariational, Geometric, and Level Set Methods in Computer Vision (VLSM'05), Oct 2005, Beijing, China. pp.173-185, ⟨10.1007/11567646⟩
Conference papers
hal-00365623v1
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Discrete bandelets with geometric orthogonal filtersIEEE International Conference on Image Processing, 2005. (ICIP 2005), Sep 2005, Genova, Italy. pp.65-68, ⟨10.1109/ICIP.2005.1529688⟩
Conference papers
hal-00365624v1
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Remaillage géodésique par propagation de frontsRFIA'04, Jan 2004, Toulouse, France
Conference papers
hal-00365970v1
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Surface Segmentation Using Geodesic Centroidal Tesselation3DPVT'04, Sep 2004, Tessaloniki, Greece. pp.995-1002
Conference papers
hal-00365625v1
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Geodesic Remeshing Using Front PropagationVLSM'03, Sep 2003, Nice, France. pp.33-40
Conference papers
hal-00365627v1
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Variational methods in imaging and geometric controlde Gruyter, 18, 2017, Radon Series on Comput. and Applied Math
Books
hal-01315508v1
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Special issue on Mathematics and Image Analysis in Journal of Mathematical Imaging and Vision48 (2), pp.203-382, 2014
Books
hal-01100410v1
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Low Complexity Regularization of Linear Inverse ProblemsSampling Theory, a Renaissance, Pfander, Götz E. (Ed.), 50 p., 2015, 978-3-319-19748-7. ⟨10.1007/978-3-319-19749-4⟩
Book sections
hal-01018927v3
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Geodesic Methods for Shape and Surface ProcessingTavares, João Manuel R.S.; Jorge, R.M. Natal. Advances in Computational Vision and Medical Image Processing: Methods and Applications, Springer Verlag, pp.29-56, 2009, Computational Methods in Applied Sciences, Vol. 13, ⟨10.1007/978-1-4020-9086-8⟩
Book sections
hal-00365899v1
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Traitement géométrique des images par bandelettesSMF. Journée annuelle de la SMF, SMF, pp.36-69, 2006, Journée annuelle de la SMF, "Mathématiques et vision"
Book sections
hal-00365901v1
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Geodesic Computations for Fast and Accurate Surface Remeshing and ParameterizationProgress in Nonlinear Differential Equations and Their Applications, Birkhäuser Basel, pp.157-171, 2005, Progress in Nonlinear Differential Equations and Their Applications, Vol. 63, ⟨10.1007/3-7643-7384-9⟩
Book sections
hal-00365900v1
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Le traitement numérique des images2011
Other publications
hal-00690096v1
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Géométrie multi-échelles pour les images et les texturesMathématiques [math]. Ecole Polytechnique X, 2005. Français. ⟨NNT : ⟩
Theses
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