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Santiago Velasco-Forero
102
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Spatial Reasoning Loss for Weakly Supervised Segmentation of Skin Histological Images21st IEEE International Symposium on Biomedical Imaging, The IEEE Signal Processing Society and the IEEE Engineering in Medicine and Biology Society, May 2024, Athens, Greece
Communication dans un congrès
hal-04485439v1
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Counting melanocytes with trainable h-maxima and connected component layersThird International Conference on Discrete Geometry and Mathematical Morphology, IAPR, Apr 2024, Florence, Italy
Communication dans un congrès
hal-04541886v1
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Rotation-invariant Hierarchical Segmentation on Poincaré Ball for 3D Point Cloud2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), Oct 2023, Paris, France. pp.1757-1766, ⟨10.1109/ICCVW60793.2023.00192⟩
Communication dans un congrès
hal-04483148v1
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GenHarris-ResNet: A Rotation Invariant Neural Network Based on Elementary Symmetric PolynomialsScale Space and Variational Methods in Computer Vision, May 2023, Santa Margherita di Pula, Italy. pp.149-161, ⟨10.1007/978-3-031-31975-4_12⟩
Communication dans un congrès
hal-04117649v1
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Roto-translation Equivariant YOLO for Aerial ImagesNeurIPS workshop on Symmetry and Geometry in Neural Representations, Dec 2023, New-Orleans, Louisiana, United States
Communication dans un congrès
hal-04300007v1
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DIFFERENTIAL INVARIANTS FOR SE(2)-EQUIVARIANT NETWORKS29th IEEE International Conference on Image Processing (IEEE ICIP), Oct 2022, Bordeaux, France
Communication dans un congrès
hal-03703287v2
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FULLY TRAINABLE GAUSSIAN DERIVATIVE CONVOLUTIONAL LAYER29th IEEE International Conference on Image Processing (IEEE ICIP), Oct 2022, Bordeaux, France
Communication dans un congrès
hal-03722767v1
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Moving Frame Net: SE(3)-Equivariant Network for VolumesNeurIPS Workshop on Symmetry and Geometry in Neural Representations (NeurReps), Dec 2022, New Orleans, United States
Communication dans un congrès
hal-03839458v1
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DARTBOARD BASED GROUND DETECTION ON 3D POINT CLOUDXXIV ISPRS Congress, Jun 2022, Nice, France. pp.185-192
Communication dans un congrès
hal-04028693v1
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MorphoActivation: Generalizing ReLU activation function by mathematical morphologyInternational Conference on Discrete Geometry and Mathematical Morphology, Oct 2022, Strasbourg, France
Communication dans un congrès
hal-03721056v1
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Scale Equivariant U-Net33rd British Machine Vision Conference, Nov 2022, Londres, United Kingdom
Communication dans un congrès
hal-03805743v1
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Fixed Point Layers for Geodesic Morphological OperationsBritish Machine Vision Conference, Nov 2022, London, United Kingdom
Communication dans un congrès
hal-03805667v1
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Morphological adjunctions represented by matrices in max-plus algebra for signal and image processingDGMM 2022, IAPR Second International Conference on Discrete Geometry and Mathematical Morphology, Oct 2022, Strasbourg, France
Communication dans un congrès
hal-03738665v2
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On power Jaccard losses for semantic segmentationVISAPP 2021 : 16th International Conference on Computer Vision Theory and Applications, Feb 2021, Vienne (on line), Austria
Communication dans un congrès
hal-03139997v1
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Mathematical morphology meets Deep Learning13th European Congress for Stereology and Image Analysis (ECSIA), Jun 2021, Saint-Étienne, France
Communication dans un congrès
hal-03355356v1
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End-to-End Similarity Learning and Hierarchical Clustering for unfixed size datasets5th conference on Geometric Science of Information, Jul 2021, Paris, France
Communication dans un congrès
hal-03228070v1
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Scale Equivariant Neural Networks with Morphological Scale-SpacesIAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM), 2021, May 2021, Uppsala, Sweden
Communication dans un congrès
hal-03213645v1
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NNAKF: A NEURAL NETWORK ADAPTED KALMAN FILTER FOR TARGET TRACKINGICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, France. pp.4075-4079, ⟨10.1109/ICASSP39728.2021.9414681⟩
Communication dans un congrès
hal-03463046v1
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Measuring the Irregularity of Vector-Valued Morphological Operators using Wasserstein MetricIAPR International Conference on Discrete Geometry and Mathematical Morphology, May 2021, Uppsala (virtual event), Sweden
Communication dans un congrès
hal-03221651v1
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Road Segmentation on low resolution Lidar point clouds for autonomous vehiclesXXIV International Society for Photogrammetry and Remote Sensing Congress, Aug 2020, Nice, France
Communication dans un congrès
hal-02909741v1
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From unsupervised to semi-supervised anomaly detection methods for HRRP targets2020 IEEE Radar Conference (RadarConf20), Università di Pisa, Sep 2020, Florence, Italy. pp.1-6, ⟨10.1109/RadarConf2043947.2020.9266497⟩
Communication dans un congrès
hal-03076384v1
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On approximating mathematical morphology operators via deep learning techniques15th International Congress for Stereology and Image Analysis, 2019, Aarhus, Denmark. pp.51
Communication dans un congrès
hal-02288566v1
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Part-based approximations for morphological operators using asymmetric auto-encodersInternational Symposium on Mathematical Morphology, Jul 2019, Saarbrücken, Germany
Communication dans un congrès
hal-02071470v2
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Max-plus Operators Applied to Filter Selection and Model Pruning in Neural NetworksInternational Symposium on Mathematical Morphology, Jul 2019, Saarbrücken, Germany
Communication dans un congrès
hal-02071450v2
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A new color augmentation method for deep learning segmentation of histological images2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI), Apr 2019, Venise, France
Communication dans un congrès
hal-02167903v1
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A graph-based color lines model for image analysisInternational Conference on Image Analysis and Processing, Sep 2019, Trento, Italy. ⟨10.1007/978-3-030-30645-8_17⟩
Communication dans un congrès
hal-02182477v2
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Pruning neural networks thanks to morphological layers15th International Congress for Stereology and Image Analysis, 2019, Aarhus, Denmark. pp.17
Communication dans un congrès
hal-02288078v1
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Characterizing Images by the Gromov-Hausdorff Distances Between Derived HierarchiesInternational Conference on Image Processing (ICIP), Oct 2018, Athens, Greece
Communication dans un congrès
hal-01823866v1
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TROPICAL AND MORPHOLOGICAL OPERATORS FOR SIGNALS ON GRAPHS2018 25th IEEE International Conference on Image Processing (ICIP), Oct 2018, Athens, Greece. ⟨10.1109/ICIP.2018.8451395⟩
Communication dans un congrès
hal-01799029v2
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ON MINIMUM SPANNING TREE STREAMING FOR IMAGE ANALYSIS25th IEEE International Conference on Image Processing (ICIP 2018), IEEE, Oct 2018, Athènes, Greece. ⟨10.1109/ICIP.2018.8451715⟩
Communication dans un congrès
hal-01985579v1
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SHREC'18 track: Recognition of geometric patterns over 3D modelsEurographics Workshop on 3D Object Retrieval (3DOR 2018), The Eurographics Association, Apr 2018, Delft, Netherlands. ⟨10.2312/3dor.20181055⟩
Communication dans un congrès
hal-01774423v1
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Dealing with Topological Information within a Fully Convolutional Neural NetworkAdvanced Concepts for Intelligent Vision Systems (ACIVS), Sep 2018, Poitiers, France
Communication dans un congrès
hal-01877624v1
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SHREC'17 Track: Point-Cloud Shape Retrieval of Non-Rigid Toys10th Eurographics workshop on 3D Object retrieval, Apr 2017, Lyon, France. pp.1 - 11
Communication dans un congrès
hal-01500459v1
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Segmentation hiérarchique faiblement supervisée26e colloque GRETSI, Sep 2017, Juan-les-Pins, France
Communication dans un congrès
hal-01711811v1
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Morphological Semigroups and Scale-Spaces on Ultrametric Spaces13th International Symposium on Mathematical Morphology and Its Applications to Signal and Image Processing, May 2017, Fontainebleau, France. pp.28-39, ⟨10.1007/978-3-319-57240-6_3⟩
Communication dans un congrès
hal-01536368v1
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Shrec'17 Track: Retrieval of surfaces with similar relief patterns10th Eurographics Workshop on 3D Object Retrieval, Apr 2017, Lyon, France
Communication dans un congrès
hal-01500436v1
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Prior-based Hierarchical Segmentation Highlighting Structures of InterestInternational Symposium on Mathematical Morphology, May 2017, Fontainebleau, France
Communication dans un congrès
hal-01484281v1
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Automatic Selection of Stochastic Watershed HierarchiesEuropean Conference of Signal Processing (EUSIPCO), 2016, Budapest, Hungary
Communication dans un congrès
hal-01361512v1
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Deep learning for studies of galaxy morphologyIAU Symposium 325 on Astroinformatics, Oct 2016, Sorrente, Italy. pp.191 - 196, ⟨10.1017/S1743921317000552⟩
Communication dans un congrès
hal-01535506v1
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A Bayesian Approach to Linear Unmixing in the Presence of Highly Mixed SpectraAdvanced Concepts for Intelligent Vision Systems: 17th International Conference, ACIVS 2016, Oct 2016, Leecy, Italy. pp.263--274, ⟨10.1007/978-3-319-48680-2_24⟩
Communication dans un congrès
hal-01425738v1
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Shrec'16 Track: Retrieval of Human Subjects from Depth Sensor DataEurographics Workshop on 3D Object Retrieval, Eurographics, May 2016, Lisbon, Portugal. pp.1-6
Communication dans un congrès
hal-01314067v1
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Nonlinear operators on graphs via stacksGeometric Science of Information, Oct 2015, Palaiseau, France. pp.654-663, ⟨10.1007/978-3-319-25040-3_70⟩
Communication dans un congrès
hal-01110976v1
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Inner-Cheeger Opening and ApplicationsMathematical Morphology and Its Applications to Signal and Image Processing, May 2015, Reykjavik, Iceland. ⟨10.1007/978-3-319-18720-4_7⟩
Communication dans un congrès
hal-01250280v1
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Objects co-segmentation: Propagated from simpler imagesAcoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on, Apr 2015, South Brisbane, Australia. ⟨10.1109/ICASSP.2015.7178257⟩
Communication dans un congrès
hal-01250264v1
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Robust anomaly detection in hyperspectral imagingIGARSS 2014 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Québec, Canada. ⟨10.1109/IGARSS.2014.6947518⟩
Communication dans un congrès
hal-01010418v1
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Mathematical Morphology for Real-Valued Images on Riemannian Manifolds11th International Symposium, ISMM 2013, May 2013, Uppsala, Sweden. pp.279-291, ⟨10.1007/978-3-642-38294-9_24⟩
Communication dans un congrès
hal-00834667v1
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Stochastic Morphological Filtering and Bellman-Maslov Chains11th International Symposium, ISMM 2013, May 2013, Uppsala, Sweden. pp.171-182, ⟨10.1007/978-3-642-38294-9_15⟩
Communication dans un congrès
hal-00834635v1
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On Nonlocal Mathematical Morphology11th International Symposium, ISMM 2013, May 2013, Uppsala, Sweden. pp.219-230, ⟨10.1007/978-3-642-38294-9_19⟩
Communication dans un congrès
hal-00834641v1
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Mathematical morphology for vector images using statistical depth10th International Symposium on Mathematical Morphology and Its Application to Signal and Image Processing, ISMM 2011, Jul 2011, Verbania-Intra, Italy. pp.355-366, ⟨10.1007/978-3-642-21569-8_31⟩
Communication dans un congrès
hal-00658951v1
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Sparse mathematical morphology using non-negative matrix factorization10th International Symposium on Mathematical Morphology and Its Application to Signal and Image Processing, ISMM 2011, Jul 2011, Verbania-Intra, Italy. pp.1-12, ⟨10.1007/978-3-642-21569-8_1⟩
Communication dans un congrès
hal-00658963v1
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MORPHOLOGICAL SNOWFLAKES FOR ROBUST NONLINEAR FILTERINGICS, Oct 2011, China
Communication dans un congrès
hal-00904221v1
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Geodesic Depth For Description, Retrieval Of 2D/3D Shapes13th International Congress of Stereology (ICS-13), Oct 2011, Pekin, China
Communication dans un congrès
hal-00903863v1
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Statistical Shape Modeling Using Morphological Representations20th International Conference on Pattern Recognition (ICPR), Aug 2010, Istanbul, Turkey. pp.3537-3540, ⟨10.1109/ICPR.2010.863⟩
Communication dans un congrès
hal-00834442v1
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Morphological Processing of Hyperspectral Images Using Kriging-Based Supervised Ordering17th IEEE International Conference on Image Processing (ICIP), Sep 2010, Hong-Kong, Hong Kong SAR China. pp.1409-1412, ⟨10.1109/ICIP.2010.5651305⟩
Communication dans un congrès
hal-00834434v1
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Spatial Structures Detection In Hyperspectral Images Using Mathematical MorphologyIEEE 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS'2010), Jun 2010, Reykjavik, Iceland. pp.1-4
Communication dans un congrès
hal-00904100v1
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Hit-or-miss transform in multivariate images12th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2010, Dec 2010, Sydney, Australia. pp.452-463, ⟨10.1007/978-3-642-17688-3_42⟩
Communication dans un congrès
hal-00834487v1
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Structurally adaptive mathematical morphology on nonlinear scale-space representations17th IEEE International Conference on Image Processing (ICIP), Sep 2010, Hong-Kong, Hong Kong SAR China. pp.121-124, ⟨10.1109/ICIP.2010.5651969⟩
Communication dans un congrès
hal-00834432v1
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Semi-Supervised Hyperspectral Image Segmentation Using Regionalized Stochastic WatershedAlgorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVI, May 2010, Orlando, United States. 12 p., ⟨10.1117/12.850187⟩
Communication dans un congrès
hal-00834482v1
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Parameters Selection Of Morphological Scale-Space Decomposition For Hyperspectral Images Using Tensor ModelingAlgorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVI, May 2010, Orlando, United States. 12 p., ⟨10.1117/12.850171⟩
Communication dans un congrès
hal-00834484v1
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Morphological image distances for hyperspectral dimensionality exploration using Kernel-PCA and ISOMAPIGARSS 2009 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2009, Le Cap, South Africa. pp.III-109 - III-112, ⟨10.1109/IGARSS.2009.5418063⟩
Communication dans un congrès
hal-00904096v1
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Morphological scale-space for hyperspectral images and dimensionality exploration using tensor modelingHyperspectral Image and Signal Processing: Evolution in Remote Sensing:, Aug 2009, Grenoble, France. pp.1 - 4, ⟨10.1109/WHISPERS.2009.5289059⟩
Communication dans un congrès
hal-00458687v1
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Multiscale stochastic watershed for unsupervised hyperspectral image segmentationIGARSS 2009 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2009, Le Cap, South Africa. pp.93-96, ⟨10.1109/IGARSS.2009.5418095⟩
Communication dans un congrès
hal-00449454v1
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Can Generalised Divergences Help for Invariant Neural Networks?Geometric Science of Information, 14071, Springer Nature Switzerland, pp.82-90, 2023, Lecture Notes in Computer Science, ⟨10.1007/978-3-031-38271-0_9⟩
Chapitre d'ouvrage
hal-04303522v1
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Morphological processing of univariate Gaussian distribution-valued images based on Poincaré upper-half plane representationFrank Nielsen. Geometric Theory of Information, Springer International Publishing, pp.331-366, 2014, Signals and Communication Technology, 978-3-319-05316-5. ⟨10.1007/978-3-319-05317-2_12⟩
Chapitre d'ouvrage
hal-00795012v3
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Vector ordering and multispectral morphological image processingVector Ordering and Multispectral Morphological Image Processing, 11, pp.223-239, 2014, Advances in Low-Level Color Image Processing, ⟨10.1007/978-94-007-7584-8_7⟩
Chapitre d'ouvrage
hal-01110207v1
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PROCEDE DE RECONSTITUTION AUTOMATIQUE DE L’ARCHITECTURE DU RENFORT D’UN MATERIAU COMPOSITEFrance, N° de brevet: FR3104301B1. 2021
Brevet
hal-03533364v1
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Choquet Capacity networks for random point process classification2024
Pré-publication, Document de travail
hal-04250560v2
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Instance segmentation of 3D woven fabric from tomography images by Deep Learning and morphological pseudo-labeling2022
Pré-publication, Document de travail
hal-03345132v2
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Near out-of-distribution detection for low-resolution radar micro-Doppler signatures2022
Pré-publication, Document de travail
hal-03660033v2
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ICLR 2021 Challenge for Computational Geometry & Topology: Design and Results2021
Pré-publication, Document de travail
hal-03505132v1
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Deep Random Projection Outlyingness for Unsupervised Anomaly Detection2021
Pré-publication, Document de travail
hal-03203686v2
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From Unsupervised to Semi-supervised Anomaly Detection Methods for HRRP Targets2021
Pré-publication, Document de travail
hal-03254510v1
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Topics in mathematical morphology for multivariate imagesGeneral Mathematics [math.GM]. Ecole Nationale Supérieure des Mines de Paris, 2012. English. ⟨NNT : 2012ENMP0086⟩
Thèse
pastel-00820581v1
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Contributions to Mathematical MorphologySignal and Image processing. Institut Polytechnique de Paris, 2022
HDR
tel-03847542v1
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