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Santiago Velasco-Forero

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Irregularity Index for Vector-Valued Morphological Operators

Marcos Valle , Marco Aurélio Granero , Samuel Francisco , Santiago Velasco-Forero
Journal of Mathematical Imaging and Vision, inPress
Journal articles hal-03649895v1
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Real-time Classification of Aircrafts Manoeuvers

Sami Jouaber , Silvère Bonnabel , Santiago Velasco-Forero , Marion Pilté , Jesús Angulo
Journal of Signal Processing Systems, 2022, ⟨10.1007/s11265-022-01823-x⟩
Journal articles hal-03877588v1

Instance segmentation of 3D woven fabric from tomography images by Deep Learning and morphological pseudo-labeling

Samy Blusseau , Yanneck Wielhorski , Zyad Haddad , Santiago Velasco-Forero
Composites Part B: Engineering, inPress, pp.110333. ⟨10.1016/j.compositesb.2022.110333⟩
Journal articles hal-03813502v1
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Learnable Empirical Mode Decomposition based on Mathematical Morphology

Santiago Velasco-Forero , Romain Pagès , Jesus Angulo
SIAM Journal on Imaging Sciences, 2022, 15 (1), ⟨10.1137/21M1417867⟩
Journal articles hal-03221652v3
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Adaptive anisotropic morphological filtering based on co-circularity of local orientations

Samy Blusseau , Santiago Velasco-Forero , Jesus Angulo , Isabelle Bloch
Image Processing On Line, 2022, ⟨10.5201/ipol.2022.397⟩
Journal articles hal-03632225v2
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APPLYING DEEP LEARNING TO MELANOCYTE COUNTING ON FLUORESCENT TRP1 LABELLED IMAGES OF IN VITRO SKIN MODEL

Tristan Lazard , Samy Blusseau , Santiago Velasco-Forero , Etienne Decencière , Virginie Flouret
Image Analysis & Stereology, inPress
Journal articles hal-03838296v1

Paris-CARLA-3D: A Real and Synthetic Outdoor Point Cloud Dataset for Challenging Tasks in 3D Mapping

Jean-Emmanuel Deschaud , David Duque , Jean Pierre Richa , Santiago Velasco-Forero , Beatriz Marcotegui
Remote Sensing, 2021, 13 (22), pp.4713. ⟨10.3390/rs13224713⟩
Journal articles hal-03445098v1
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Approximating morphological operators with part-based representations learned by asymmetric auto-encoders

Samy Blusseau , Bastien Ponchon , Santiago Velasco-Forero , Jesus Angulo , Isabelle Bloch
Mathematical Morphology - Theory and Applications, 2020, 4 (1), pp.64 - 86. ⟨10.1515/mathm-2020-0102⟩
Journal articles hal-02915633v1
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Combinatorial space of watershed hierarchies for image characterization

Amin Fehri , Santiago Velasco-Forero , Fernand Meyer
Pattern Recognition Letters, 2020, 129, pp.41-47. ⟨10.1016/j.patrec.2019.11.002⟩
Journal articles hal-02430341v1
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On minimum spanning tree streaming for hierarchical segmentation

Leonardo Gigli , Santiago Velasco-Forero , Beatriz Marcotegui
Pattern Recognition Letters, 2020, 138, pp.155-162. ⟨10.1016/j.patrec.2020.07.006⟩
Journal articles hal-02909738v1
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SHREC'20 track: Retrieval of digital surfaces with similar geometric reliefs

Elia Moscoso Thompson , Silvia Biasotti , Andrea Giachetti , Claudio Tortorici , Naoufel Werghi
Computers and Graphics, 2020, 91, pp.199-218. ⟨10.1016/j.cag.2020.07.011⟩
Journal articles hal-02916788v1
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SHREC 2020 Track: 3D Point Cloud Semantic Segmentation for Street Scenes

Tao Ku , Remco C Veltkamp , Bas Boom , David Duque-Arias , Santiago Velasco-Forero
Computers and Graphics, 2020, 93, pp.13-24. ⟨10.1016/j.cag.2020.09.006⟩
Journal articles hal-03007281v1
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Prior-based Hierarchical Segmentation Highlighting Structures of Interest

Amin Fehri , Santiago Velasco-Forero , Fernand Meyer
Mathematical Morphology - Theory and Applications, 2019, 3, pp.29 - 44. ⟨10.1515/mathm-2019-0002⟩
Journal articles hal-02430333v1
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The Strong Gravitational Lens Finding Challenge

R. Benton Metcalf , M. Meneghetti , Camille Avestruz , Fabio Bellagamba , Clécio R. Bom
Astron.Astrophys., 2019, 625, pp.A119. ⟨10.1051/0004-6361/201832797⟩
Journal articles hal-01737876v1

On-the-Go Grapevine Yield Estimation Using Image Analysis and Boolean Model

Borja Millan , Santiago Velasco-Forero , Arturo Aquino , Javier Tardaguila
Journal of Sensors, 2018, 2018, pp.1-14
Journal articles hal-01957089v1
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SHREC'18 track: Recognition of geometric patterns over 3D models

Silvia Biasotti , E. Moscoso Thompson , Loic Barthe , Stefano Berretti , A. Giachetti
Eurographics Workshop on 3D Object Retrieval, 2018, ⟨10.2312/3dor.20181055⟩
Journal articles hal-01774423v1

Manipulating the Alpha Level Cannot Cure Significance Testing

David Trafimow , Valentin Amrhein , Corson Areshenkoff , Carlos Barrera-Causil , Eric Beh
Frontiers in Psychology, 2018, 9, ⟨10.3389/fpsyg.2018.00699⟩
Journal articles hal-01957088v1
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SHREC'18 track: Retrieval of gray patterns depicted on 3D models

E. Moscoso Thompson , C Tortorici , N Werghi , S Berretti , Santiago Velasco-Forero
Eurographics Workshop on 3D Object Retrieval, 2018
Journal articles hal-01774421v1
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Non-Negative Sparse Mathematical Morphology

Jesus Angulo , Santiago Velasco-Forero
Advances in Imaging and Electron Physics, 2017, 202, pp.1-37
Journal articles hal-01688716v1
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Comparative Analysis of Covariance Matrix Estimation for Anomaly Detection in Hyperspectral Images

Santiago Velasco-Forero , Marcus Chen , Alvina Goh , Sze Kim Pang
IEEE Journal of Selected Topics in Signal Processing, 2015, pp.1-11. ⟨10.1109/JSTSP.2015.2442213⟩
Journal articles hal-01159878v1
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Retrieval and classification methods for textured 3D models: a comparative study

S Biasotti , A Cerri , M Aono , A Ben Hamza , V Garro
The Visual Computer, 2015, 32 (2), pp.217-241. ⟨10.1007/s00371-015-1146-3⟩
Journal articles hal-01250277v1
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Local Mutual Information for Dissimilarity-Based Image Segmentation

Lionel Gueguen , Santiago Velasco-Forero , Pierre Soille
Journal of Mathematical Imaging and Vision, 2014, 48 (3), pp.625-644
Journal articles hal-01110199v1
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Riemannian mathematical morphology

Jesus Angulo , Santiago Velasco-Forero
Pattern Recognition Letters, 2014, 47, pp.93-101. ⟨10.1016/j.patrec.2014.05.015⟩
Journal articles hal-00877144v3
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Classification of hyperspectral images by tensor modeling and additive morphological decomposition

Santiago Velasco-Forero , Jesus Angulo
Pattern Recognition, 2013, 46 (2), pp.566-577. ⟨10.1016/j.patcog.2012.08.011⟩
Journal articles hal-00751338v1
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Conditional toggle mappings: principles and applications

Santiago Velasco-Forero , Jesus Angulo , Pierre Soille
Journal of Mathematical Imaging and Vision, 2013, pp.1-12. ⟨10.1007/s10851-013-0429-4⟩
Journal articles hal-00797378v1
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Random projection depth for multivariate mathematical morphology

Santiago Velasco-Forero , Jesus Angulo
IEEE Journal of Selected Topics in Signal Processing, 2012, 6 (7), pp.753-763. ⟨10.1109/JSTSP.2012.2211336⟩
Journal articles hal-00751347v1

La biophotonique au service de l'identification de marqueurs pronostiques intracellulaires

Jacques Klossa , Sylvie Daliphard , Xavier Toussard , Philippe Veilh , Michel Manfait
Innovation and Research in BioMedical engineering, 2011, 32 (2), pp.72-75. ⟨10.1016/j.irbm.2011.01.039⟩
Journal articles hal-00831767v1

Structurally adaptive mathematical morphology based on nonlinear scale-space decompositions

Jesus Angulo , Santiago Velasco-Forero
Image Analysis & Stereology, 2011, 30 (2), pp.111-122. ⟨10.5566/ias.v30.p111-122⟩
Journal articles hal-00658903v1

Supervised Ordering in Rp : Application to Morphological Processing of Hyperspectral Images

Santiago Velasco-Forero , Jesus Angulo
IEEE Transactions on Image Processing, 2011, 20 (11), pp.3301 - 3308. ⟨10.1109/TIP.2011.2144611⟩
Journal articles hal-00833508v1
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GenHarris-ResNet: A Rotation Invariant Neural Network Based on Elementary Symmetric Polynomials

Valentin Penaud--Polge , Santiago Velasco-Forero , Jesus Angulo
Scale 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⟩
Conference papers hal-04117649v1
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Moving Frame Net: SE(3)-Equivariant Network for Volumes

Mateus Sangalli , Samy Blusseau , Santiago Velasco-Forero , Jesus Angulo
NeurIPS Workshop on Symmetry and Geometry in Neural Representations (NeurReps), Dec 2022, New Orleans, United States
Conference papers hal-03839458v1
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DIFFERENTIAL INVARIANTS FOR SE(2)-EQUIVARIANT NETWORKS

Mateus Sangalli , Samy Blusseau , Santiago Velasco-Forero , Jesus Angulo
29th IEEE International Conference on Image Processing (IEEE ICIP), Oct 2022, Bordeaux, France
Conference papers hal-03703287v2
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FULLY TRAINABLE GAUSSIAN DERIVATIVE CONVOLUTIONAL LAYER

Valentin Penaud--Polge , Santiago Velasco-Forero , Jesus Angulo
29th IEEE International Conference on Image Processing (IEEE ICIP), Oct 2022, Bordeaux, France
Conference papers hal-03722767v1
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Fixed Point Layers for Geodesic Morphological Operations

Santiago Velasco-Forero , Ayoub Rhim , Jesús Angulo
British Machine Vision Conference, Nov 2022, London, United Kingdom
Conference papers hal-03805667v1
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Scale Equivariant U-Net

Mateus Sangalli , Samy Blusseau , Santiago Velasco-Forero , Jesus Angulo
33rd British Machine Vision Conference, Nov 2022, Londres, United Kingdom
Conference papers hal-03805743v1
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Morphological adjunctions represented by matrices in max-plus algebra for signal and image processing

Samy Blusseau , Santiago Velasco-Forero , Jesus Angulo , Isabelle Bloch
DGMM 2022, IAPR Second International Conference on Discrete Geometry and Mathematical Morphology, Oct 2022, Strasbourg, France
Conference papers hal-03738665v2
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DARTBOARD BASED GROUND DETECTION ON 3D POINT CLOUD

Leonardo Gigli , Beatriz Marcotegui , Santiago Velasco-Forero
XXIV ISPRS Congress, Jun 2022, Nice, France. pp.185-192
Conference papers hal-04028693v1
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MorphoActivation: Generalizing ReLU activation function by mathematical morphology

Santiago Velasco-Forero , Jesús Angulo
International Conference on Discrete Geometry and Mathematical Morphology, Oct 2022, Strasbourg, France
Conference papers hal-03721056v1
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Mathematical morphology meets Deep Learning

Santiago Velasco-Forero , Samy Blusseau , Mateus Sangalli
13th European Congress for Stereology and Image Analysis (ECSIA), Jun 2021, Saint-Étienne, France
Conference papers hal-03355356v1
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On power Jaccard losses for semantic segmentation

David Duque-Arias , Santiago Velasco-Forero , Jean-Emmanuel Deschaud , Francois Goulette , Andrés Serna
VISAPP 2021 : 16th International Conference on Computer Vision Theory and Applications, Feb 2021, Vienne (on line), Austria
Conference papers hal-03139997v1
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End-to-End Similarity Learning and Hierarchical Clustering for unfixed size datasets

Leonardo Gigli , Beatriz Marcotegui , Santiago Velasco-Forero
5th conference on Geometric Science of Information, Jul 2021, Paris, France
Conference papers hal-03228070v1
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Measuring the Irregularity of Vector-Valued Morphological Operators using Wasserstein Metric

Marcos Eduardo Valle , Samuel Francisco , Marco Aurélio Granero , Santiago Velasco-Forero
IAPR International Conference on Discrete Geometry and Mathematical Morphology, May 2021, Uppsala (virtual event), Sweden
Conference papers hal-03221651v1
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NNAKF: A NEURAL NETWORK ADAPTED KALMAN FILTER FOR TARGET TRACKING

Sami Jouaber , Silvere Bonnabel , Santiago Velasco-Forero , Marion Pilte
ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, France. pp.4075-4079, ⟨10.1109/ICASSP39728.2021.9414681⟩
Conference papers hal-03463046v1
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Scale Equivariant Neural Networks with Morphological Scale-Spaces

Mateus Sangalli , Samy Blusseau , Santiago Velasco-Forero , Jesus Angulo
IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM), 2021, May 2021, Uppsala, Sweden
Conference papers hal-03213645v1

From unsupervised to semi-supervised anomaly detection methods for HRRP targets

Martin Bauw , Santiago Velasco-Forero , Jesus Angulo , Claude Adnet , Olivier Airiau
2020 IEEE Radar Conference (RadarConf20), Università di Pisa, Sep 2020, Florence, Italy. pp.1-6, ⟨10.1109/RadarConf2043947.2020.9266497⟩
Conference papers hal-03076384v1

Road Segmentation on low resolution Lidar point clouds for autonomous vehicles

Leonardo Gigli , B Ravi Kiran , Thomas Paul , Andrés Serna , Nagarjuna Vemuri
XXIV International Society for Photogrammetry and Remote Sensing Congress, Aug 2020, Nice, France
Conference papers hal-02909741v1
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Part-based approximations for morphological operators using asymmetric auto-encoders

Bastien Ponchon , Santiago Velasco-Forero , Samy Blusseau , Jesus Angulo , Isabelle Bloch
International Symposium on Mathematical Morphology, Jul 2019, Saarbrücken, Germany
Conference papers hal-02071470v2

On approximating mathematical morphology operators via deep learning techniques

Santiago Velasco-Forero , Bastien Ponchon , Samy Blusseau , Jesus Angulo , Isabelle Bloch
15th International Congress for Stereology and Image Analysis, 2019, Aarhus, Denmark. pp.51
Conference papers hal-02288566v1
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Max-plus Operators Applied to Filter Selection and Model Pruning in Neural Networks

Yunxiang Zhang , Samy Blusseau , Santiago Velasco-Forero , Isabelle Bloch , Jesus Angulo
International Symposium on Mathematical Morphology, Jul 2019, Saarbrücken, Germany
Conference papers hal-02071450v2
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A new color augmentation method for deep learning segmentation of histological images

Yang Xiao , Etienne Decencière , Santiago Velasco-Forero , Hélène Burdin , Thomas Bornschlögl
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI), Apr 2019, Venise, France
Conference papers hal-02167903v1
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A graph-based color lines model for image analysis

D Duque-Arias , Santiago Velasco-Forero , Francois Goulette , Jean-Emmanuel Deschaud , Beatriz Marcotegui
International Conference on Image Analysis and Processing, Sep 2019, Trento, Italy. ⟨10.1007/978-3-030-30645-8_17⟩
Conference papers hal-02182477v2

Pruning neural networks thanks to morphological layers

Samy Blusseau , Yunxiang Zhang , Santiago Velasco-Forero , Isabelle Bloch , Jesus Angulo
15th International Congress for Stereology and Image Analysis, 2019, Aarhus, Denmark. pp.17
Conference papers hal-02288078v1
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Dealing with Topological Information within a Fully Convolutional Neural Network

Etienne Decencière , Santiago Velasco-Forero , Fu Min , Juanjuan Chen , Hélène Burdin
Advanced Concepts for Intelligent Vision Systems (ACIVS), Sep 2018, Poitiers, France
Conference papers hal-01877624v1
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ON MINIMUM SPANNING TREE STREAMING FOR IMAGE ANALYSIS

Leonardo Gigli , Santiago Velasco-Forero , Beatriz Marcotegui
25th IEEE International Conference on Image Processing (ICIP 2018), IEEE, Oct 2018, Athènes, Greece. ⟨10.1109/ICIP.2018.8451715⟩
Conference papers hal-01985579v1
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TROPICAL AND MORPHOLOGICAL OPERATORS FOR SIGNALS ON GRAPHS

Samy Blusseau , Santiago Velasco-Forero , Jesus Angulo , Isabelle Bloch
2018 25th IEEE International Conference on Image Processing (ICIP), Oct 2018, Athens, Greece. ⟨10.1109/ICIP.2018.8451395⟩
Conference papers hal-01799029v2
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Characterizing Images by the Gromov-Hausdorff Distances Between Derived Hierarchies

Amin Fehri , Santiago Velasco-Forero , Fernand Meyer
International Conference on Image Processing (ICIP), Oct 2018, Athens, Greece
Conference papers hal-01823866v1
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SHREC'17 Track: Point-Cloud Shape Retrieval of Non-Rigid Toys

F. A. Limberger , R. C. Wilson , M. Aono , N. Audebert , A. Boulch
10th Eurographics workshop on 3D Object retrieval, Apr 2017, Lyon, France. pp.1 - 11
Conference papers hal-01500459v1
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Segmentation hiérarchique faiblement supervisée

Amin Fehri , Santiago Velasco-Forero , Fernand Meyer
26e colloque GRETSI, Sep 2017, Juan-les-Pins, France
Conference papers hal-01711811v1
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Morphological Semigroups and Scale-Spaces on Ultrametric Spaces

Jesus Angulo , Santiago Velasco-Forero
13th 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⟩
Conference papers hal-01536368v1
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Prior-based Hierarchical Segmentation Highlighting Structures of Interest

Amin Fehri , Santiago Velasco-Forero , Fernand Meyer
International Symposium on Mathematical Morphology, May 2017, Fontainebleau, France
Conference papers hal-01484281v1
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Shrec'17 Track: Retrieval of surfaces with similar relief patterns

Silvia Biasotti , E. Moscoso Thompson , M. Aono , A. Ben Hamza , B. Bustos
10th Eurographics Workshop on 3D Object Retrieval, Apr 2017, Lyon, France
Conference papers hal-01500436v1
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Automatic Selection of Stochastic Watershed Hierarchies

Amin Fehri , Santiago Velasco-Forero , Fernand Meyer
European Conference of Signal Processing (EUSIPCO), 2016, Budapest, Hungary
Conference papers hal-01361512v1
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Shrec'16 Track: Retrieval of Human Subjects from Depth Sensor Data

A Giachetti , F Fornasa , F Parezzan , A Saletti , L Zambaldo
Eurographics Workshop on 3D Object Retrieval, Eurographics, May 2016, Lisbon, Portugal. pp.1-6
Conference papers hal-01314067v1
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Deep learning for studies of galaxy morphology

D Tuccillo , Marc Huertas-Company , Etienne Decencière , Santiago Velasco-Forero
IAU Symposium 325 on Astroinformatics, Oct 2016, Sorrente, Italy. pp.191 - 196, ⟨10.1017/S1743921317000552⟩
Conference papers hal-01535506v1

A Bayesian Approach to Linear Unmixing in the Presence of Highly Mixed Spectra

Bruno Figliuzzi , Michel Bilodeau , Jesus Angulo , Santiago Velasco-Forero
Advanced 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⟩
Conference papers hal-01425738v1
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Inner-Cheeger Opening and Applications

Santiago Velasco-Forero
Mathematical Morphology and Its Applications to Signal and Image Processing, May 2015, Reykjavik, Iceland. ⟨10.1007/978-3-319-18720-4_7⟩
Conference papers hal-01250280v1
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Nonlinear operators on graphs via stacks

Santiago Velasco-Forero , Jesus Angulo
Geometric Science of Information, Oct 2015, Palaiseau, France. pp.654-663, ⟨10.1007/978-3-319-25040-3_70⟩
Conference papers hal-01110976v1
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Objects co-segmentation: Propagated from simpler images

Marcus Chen , Santiago Velasco-Forero , Ivor Tsang , Tat-Jen Cham
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on, Apr 2015, South Brisbane, Australia. ⟨10.1109/ICASSP.2015.7178257⟩
Conference papers hal-01250264v1
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Robust anomaly detection in hyperspectral imaging

Joana Frontera-Pons , Miguel Angel Veganzones , Santiago Velasco-Forero , Frédéric Pascal , Jean-Philippe Ovarlez
IGARSS 2014 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Québec, Canada. ⟨10.1109/IGARSS.2014.6947518⟩
Conference papers hal-01010418v1

Stochastic Morphological Filtering and Bellman-Maslov Chains

Jesus Angulo , Santiago Velasco-Forero
11th International Symposium, ISMM 2013, May 2013, Uppsala, Sweden. pp.171-182, ⟨10.1007/978-3-642-38294-9_15⟩
Conference papers hal-00834635v1
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On Nonlocal Mathematical Morphology

Santiago Velasco-Forero , Jesus Angulo
11th International Symposium, ISMM 2013, May 2013, Uppsala, Sweden. pp.219-230, ⟨10.1007/978-3-642-38294-9_19⟩
Conference papers hal-00834641v1

Mathematical Morphology for Real-Valued Images on Riemannian Manifolds

Jesus Angulo , Santiago Velasco-Forero
11th International Symposium, ISMM 2013, May 2013, Uppsala, Sweden. pp.279-291, ⟨10.1007/978-3-642-38294-9_24⟩
Conference papers hal-00834667v1

Mathematical morphology for vector images using statistical depth

Santiago Velasco-Forero , Jesus Angulo
10th 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⟩
Conference papers hal-00658951v1

MORPHOLOGICAL SNOWFLAKES FOR ROBUST NONLINEAR FILTERING

Serge Koudoro , Santiago Velasco-Forero , Jesus Angulo
ICS, Oct 2011, China
Conference papers hal-00904221v1

Sparse mathematical morphology using non-negative matrix factorization

Jesus Angulo , Santiago Velasco-Forero
10th 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⟩
Conference papers hal-00658963v1

Geodesic Depth For Description, Retrieval Of 2D/3D Shapes

Santiago Velasco-Forero , Jesus Angulo
13th International Congress of Stereology (ICS-13), Oct 2011, Pekin, China
Conference papers hal-00903863v1

Morphological Processing of Hyperspectral Images Using Kriging-Based Supervised Ordering

Santiago Velasco-Forero , Jesus Angulo
17th IEEE International Conference on Image Processing (ICIP), Sep 2010, Hong-Kong, Hong Kong SAR China. pp.1409-1412, ⟨10.1109/ICIP.2010.5651305⟩
Conference papers hal-00834434v1
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Statistical Shape Modeling Using Morphological Representations

Santiago Velasco-Forero , Jesus Angulo
20th International Conference on Pattern Recognition (ICPR), Aug 2010, Istanbul, Turkey. pp.3537-3540, ⟨10.1109/ICPR.2010.863⟩
Conference papers hal-00834442v1

Spatial Structures Detection In Hyperspectral Images Using Mathematical Morphology

Santiago Velasco-Forero , Jesus Angulo
IEEE 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS'2010), Jun 2010, Reykjavik, Iceland. pp.1-4
Conference papers hal-00904100v1

Hit-or-miss transform in multivariate images

Santiago Velasco-Forero , Jesus Angulo
12th 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⟩
Conference papers hal-00834487v1

Structurally adaptive mathematical morphology on nonlinear scale-space representations

Jesus Angulo , Santiago Velasco-Forero
17th IEEE International Conference on Image Processing (ICIP), Sep 2010, Hong-Kong, Hong Kong SAR China. pp.121-124, ⟨10.1109/ICIP.2010.5651969⟩
Conference papers hal-00834432v1
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Semi-Supervised Hyperspectral Image Segmentation Using Regionalized Stochastic Watershed

Jesus Angulo , Santiago Velasco-Forero
Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVI, May 2010, Orlando, United States. 12 p., ⟨10.1117/12.850187⟩
Conference papers hal-00834482v1
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Parameters Selection Of Morphological Scale-Space Decomposition For Hyperspectral Images Using Tensor Modeling

Santiago Velasco-Forero , Jesus Angulo
Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVI, May 2010, Orlando, United States. 12 p., ⟨10.1117/12.850171⟩
Conference papers hal-00834484v1

Morphological image distances for hyperspectral dimensionality exploration using Kernel-PCA and ISOMAP

Santiago Velasco-Forero , Jesus Angulo , Jocelyn Chanussot
IGARSS 2009 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2009, Le Cap, South Africa. pp.III-109 - III-112, ⟨10.1109/IGARSS.2009.5418063⟩
Conference papers hal-00904096v1
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Morphological scale-space for hyperspectral images and dimensionality exploration using tensor modeling

Santiago Velasco-Forero , Jesus Angulo
Hyperspectral Image and Signal Processing: Evolution in Remote Sensing:, Aug 2009, Grenoble, France. pp.1 - 4, ⟨10.1109/WHISPERS.2009.5289059⟩
Conference papers hal-00458687v1

Multiscale stochastic watershed for unsupervised hyperspectral image segmentation

Jesus Angulo , Santiago Velasco-Forero , Jocelyn Chanussot
IGARSS 2009 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2009, Le Cap, South Africa. pp.93-96, ⟨10.1109/IGARSS.2009.5418095⟩
Conference papers hal-00449454v1
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Morphological processing of univariate Gaussian distribution-valued images based on Poincaré upper-half plane representation

Jesus Angulo , Santiago Velasco-Forero
Frank 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⟩
Book sections hal-00795012v3
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Vector ordering and multispectral morphological image processing

Santiago Velasco-Forero , Jesus Angulo
Vector 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⟩
Book sections hal-01110207v1
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Topics in mathematical morphology for multivariate images

Santiago Velasco-Forero
General Mathematics [math.GM]. Ecole Nationale Supérieure des Mines de Paris, 2012. English. ⟨NNT : 2012ENMP0086⟩
Theses pastel-00820581v1
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Contributions to Mathematical Morphology

Santiago Velasco-Forero
Signal and Image processing. Institut Polytechnique de Paris, 2022
Habilitation à diriger des recherches tel-03847542v1