|
Choquet Capacity networks for random point process classification
Mehran Mohammadi
,
Santiago Velasco-Forero
,
François Willot
,
Mateus Sangalli
,
Jesus Angulo
Communication dans un congrès
hal-04250560
v3
|
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Spatial Reasoning Loss for Weakly Supervised Segmentation of Skin Histological Images
Mateus Sangalli
,
Santiago Velasco-Forero
,
José Márcio Martins da Cruz
,
Virginie Flouret
,
Charlène Gayrard
et al.
21st 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-04485439
v1
|
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Deep Matrix Profile for Maneuver Classification in Low Earth Orbit Satellite Trajectories
Stéfan Baudier
,
Santiago Velasco-Forero
,
Franck Jean
,
Daniel Brooks
,
Jesus Angulo
European Signal Processing Conference, 2024, IEEE, Aug 2024, Lyon, France
Communication dans un congrès
hal-04730200
v1
|
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Counting melanocytes with trainable h-maxima and connected component layers
Xiaohu Liu
,
Samy Blusseau
,
Santiago Velasco-Forero
Third International Conference on Discrete Geometry and Mathematical Morphology, IAPR, Apr 2024, Florence, Italy
Communication dans un congrès
hal-04541886
v1
|
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Aerosol characterization on noisy surfaces by deep-learning methods
Jeanne Malet
,
Philippe Querre
,
Simon Papine-Paktoris
,
Samy Blusseau
,
Santiago Velasco-Forero
EAC2024 - The European Aerosol Conference, Aug 2024, Tampere, Finland
Communication dans un congrès
hal-04875162
v1
|
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Roto-translation Equivariant YOLO for Aerial Images
Benjamin Maurel
,
Samy Blusseau
,
Santiago Velasco-Forero
,
Teodora Petrisor
NeurIPS workshop on Symmetry and Geometry in Neural Representations, Dec 2023, New-Orleans, Louisiana, United States
Communication dans un congrès
hal-04300007
v1
|
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Rotation-invariant Hierarchical Segmentation on Poincaré Ball for 3D Point Cloud
Pierre Onghena
,
Leonardo Gigli
,
Santiago Velasco-Forero
Communication dans un congrès
hal-04483148
v1
|
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GenHarris-ResNet: A Rotation Invariant Neural Network Based on Elementary Symmetric Polynomials
Valentin Penaud--Polge
,
Santiago Velasco-Forero
,
Jesus Angulo
Communication dans un congrès
hal-04117649
v1
|
|
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
Communication dans un congrès
hal-03738665
v2
|
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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
Communication dans un congrès
hal-03722767
v1
|
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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
Communication dans un congrès
hal-03839458
v1
|
|
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
Communication dans un congrès
hal-03703287
v2
|
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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
Communication dans un congrès
hal-04028693
v1
|
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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
Communication dans un congrès
hal-03721056
v1
|
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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
Communication dans un congrès
hal-03805743
v1
|
|
Fixed Point Layers for Geodesic Morphological Operations
Santiago Velasco-Forero
,
Ayoub Rhim
,
Jesús Angulo
British Machine Vision Conference, Nov 2022, London, United Kingdom
Communication dans un congrès
hal-03805667
v1
|
|
On power Jaccard losses for semantic segmentation
David Duque-Arias
,
Santiago Velasco-Forero
,
Jean-Emmanuel Deschaud
,
Francois Goulette
,
Andrés Serna
et al.
VISAPP 2021 : 16th International Conference on Computer Vision Theory and Applications, Feb 2021, Vienne (on line), Austria
Communication dans un congrès
hal-03139997
v1
|
|
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
Communication dans un congrès
hal-03355356
v1
|
|
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
Communication dans un congrès
hal-03228070
v1
|
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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⟩
Communication dans un congrès
hal-03463046
v1
|
|
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
Communication dans un congrès
hal-03213645
v1
|
|
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
Communication dans un congrès
hal-03221651
v1
|
|
Road Segmentation on low resolution Lidar point clouds for autonomous vehicles
Leonardo Gigli
,
B Ravi Kiran
,
Thomas Paul
,
Andrés Serna
,
Nagarjuna Vemuri
et al.
XXIV International Society for Photogrammetry and Remote Sensing Congress, Aug 2020, Nice, France
Communication dans un congrès
hal-02909741
v1
|
|
From unsupervised to semi-supervised anomaly detection methods for HRRP targets
Martin Bauw
,
Santiago Velasco-Forero
,
Jesus Angulo
,
Claude Adnet
,
Olivier Airiau
Communication dans un congrès
hal-03076384
v1
|
|
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
Communication dans un congrès
hal-02288566
v1
|
|
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
Communication dans un congrès
hal-02071470
v2
|
|
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
Communication dans un congrès
hal-02288078
v1
|
|
A new color augmentation method for deep learning segmentation of histological images
Yang Xiao
,
Etienne Decencière
,
Santiago Velasco-Forero
,
Hélène Burdin
,
Thomas Bornschlögl
et al.
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI), Apr 2019, Venise, France
Communication dans un congrès
hal-02167903
v1
|
|
A graph-based color lines model for image analysis
D Duque-Arias
,
Santiago Velasco-Forero
,
Francois Goulette
,
Jean-Emmanuel Deschaud
,
Beatriz Marcotegui
Communication dans un congrès
hal-02182477
v2
|
|
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
Communication dans un congrès
hal-02071450
v2
|
|
ON MINIMUM SPANNING TREE STREAMING FOR IMAGE ANALYSIS
Leonardo Gigli
,
Santiago Velasco-Forero
,
Beatriz Marcotegui
Communication dans un congrès
hal-01985579
v1
|
|
TROPICAL AND MORPHOLOGICAL OPERATORS FOR SIGNALS ON GRAPHS
Samy Blusseau
,
Santiago Velasco-Forero
,
Jesus Angulo
,
Isabelle Bloch
Communication dans un congrès
hal-01799029
v2
|
|
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
Communication dans un congrès
hal-01823866
v1
|
|
Dealing with Topological Information within a Fully Convolutional Neural Network
Etienne Decencière
,
Santiago Velasco-Forero
,
Fu Min
,
Juanjuan Chen
,
Hélène Burdin
et al.
Advanced Concepts for Intelligent Vision Systems (ACIVS), Sep 2018, Poitiers, France
Communication dans un congrès
hal-01877624
v1
|
|
SHREC'18 track: Recognition of geometric patterns over 3D models
Silvia Biasotti
,
E. Moscoso Thompson
,
Loic Barthe
,
Stefano Berretti
,
Andrea Giachetti
et al.
Eurographics Workshop on 3D Object Retrieval (3DOR 2018), The Eurographics Association, Apr 2018, Delft, Netherlands. ⟨10.2312/3dor.20181055⟩
Communication dans un congrès
hal-01774423
v1
|
|
SHREC'17 Track: Point-Cloud Shape Retrieval of Non-Rigid Toys
F. A. Limberger
,
R. C. Wilson
,
M. Aono
,
N. Audebert
,
A. Boulch
et al.
10th Eurographics workshop on 3D Object retrieval, Apr 2017, Lyon, France. pp.1 - 11
Communication dans un congrès
hal-01500459
v1
|
|
Shrec'17 Track: Retrieval of surfaces with similar relief patterns
Silvia Biasotti
,
E. Moscoso Thompson
,
M. Aono
,
A. Ben Hamza
,
B. Bustos
et al.
10th Eurographics Workshop on 3D Object Retrieval, Apr 2017, Lyon, France
Communication dans un congrès
hal-01500436
v1
|
|
Prior-based Hierarchical Segmentation Highlighting Structures of Interest
Amin Fehri
,
Santiago Velasco-Forero
,
Fernand Meyer
International Symposium on Mathematical Morphology, May 2017, Fontainebleau, France
Communication dans un congrès
hal-01484281
v1
|
|
Segmentation hiérarchique faiblement supervisée
Amin Fehri
,
Santiago Velasco-Forero
,
Fernand Meyer
26e colloque GRETSI, Sep 2017, Juan-les-Pins, France
Communication dans un congrès
hal-01711811
v1
|
|
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⟩
Communication dans un congrès
hal-01536368
v1
|
|
Automatic Selection of Stochastic Watershed Hierarchies
Amin Fehri
,
Santiago Velasco-Forero
,
Fernand Meyer
European Conference of Signal Processing (EUSIPCO), 2016, Budapest, Hungary
Communication dans un congrès
hal-01361512
v1
|
|
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⟩
Communication dans un congrès
hal-01425738
v1
|
|
Deep learning for studies of galaxy morphology
D Tuccillo
,
Marc Huertas-Company
,
Etienne Decencière
,
Santiago Velasco-Forero
Communication dans un congrès
hal-01535506
v1
|
|
Shrec'16 Track: Retrieval of Human Subjects from Depth Sensor Data
A Giachetti
,
F Fornasa
,
F Parezzan
,
A Saletti
,
L Zambaldo
et al.
Eurographics Workshop on 3D Object Retrieval, Eurographics, May 2016, Lisbon, Portugal. pp.1-6
Communication dans un congrès
hal-01314067
v1
|
|
Inner-Cheeger Opening and Applications
Santiago Velasco-Forero
Communication dans un congrès
hal-01250280
v1
|
|
Nonlinear operators on graphs via stacks
Santiago Velasco-Forero
,
Jesus Angulo
Communication dans un congrès
hal-01110976
v1
|
|
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⟩
Communication dans un congrès
hal-01250264
v1
|
|
Robust anomaly detection in hyperspectral imaging
Joana Frontera-Pons
,
Miguel Angel Veganzones
,
Santiago Velasco-Forero
,
Frédéric Pascal
,
Jean-Philippe Ovarlez
et al.
Communication dans un congrès
hal-01010418
v1
|
|
On Nonlocal Mathematical Morphology
Santiago Velasco-Forero
,
Jesus Angulo
Communication dans un congrès
hal-00834641
v1
|
|
Mathematical Morphology for Real-Valued Images on Riemannian Manifolds
Jesus Angulo
,
Santiago Velasco-Forero
Communication dans un congrès
istex
hal-00834667
v1
|
|
Stochastic Morphological Filtering and Bellman-Maslov Chains
Jesus Angulo
,
Santiago Velasco-Forero
Communication dans un congrès
istex
hal-00834635
v1
|
|
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
Communication dans un congrès
hal-00903863
v1
|
|
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⟩
Communication dans un congrès
istex
hal-00658963
v1
|
|
MORPHOLOGICAL SNOWFLAKES FOR ROBUST NONLINEAR FILTERING
Serge Koudoro
,
Santiago Velasco-Forero
,
Jesus Angulo
ICS, Oct 2011, China
Communication dans un congrès
hal-00904221
v1
|
|
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⟩
Communication dans un congrès
istex
hal-00658951
v1
|
|
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⟩
Communication dans un congrès
hal-00834482
v1
|
|
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⟩
Communication dans un congrès
hal-00834484
v1
|
|
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⟩
Communication dans un congrès
hal-00834434
v1
|
|
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⟩
Communication dans un congrès
hal-00834442
v1
|
|
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
Communication dans un congrès
hal-00904100
v1
|
|
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⟩
Communication dans un congrès
istex
hal-00834487
v1
|
|
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⟩
Communication dans un congrès
hal-00834432
v1
|
|
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⟩
Communication dans un congrès
hal-00449454
v1
|
|
Morphological scale-space for hyperspectral images and dimensionality exploration using tensor modeling
Santiago Velasco-Forero
,
Jesus Angulo
Communication dans un congrès
hal-00458687
v1
|
|
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⟩
Communication dans un congrès
hal-00904096
v1
|