Santiago Velasco-Forero

116 papers A 2B 10C 13Misc 2Journal 45Unranked 43

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Conditional Generative Models for High-Resolution Range Profiles: Capturing Geometry-Driven Trends in a Large-Scale Maritime Dataset. CoRR Edwyn Brient, Santiago Velasco-Forero, Rami Kassab
2026	J	`jnl`	High-Resolution Range Profile Classifiers Require Aspect-Angle Awareness. CoRR Edwyn Brient, Santiago Velasco-Forero, Rami Kassab
2026	J	`jnl`	LmPT: Conditional Point Transformer for Anatomical Landmark Detection on 3D Point Clouds. CoRR Matteo Bastico, Pierre Onghena, David Ryckelynck, Beatriz Marcotegui, Santiago Velasco-Forero, Laurent Corté, Caroline Robine-Decourcelle, Etienne Decencière
2026	J	`jnl`	MFN Decomposition and Related Metrics for High-Resolution Range Profiles Generative Models. CoRR Edwyn Brient, Santiago Velasco-Forero, Rami Kassab
2025	—	`conf`	Approximating Condorcet Ordering for Vector-Valued Mathematical Morphology. DGMM Marcos Eduardo Valle, Santiago Velasco-Forero, João Batista Florindo, Gustavo Jesus Angulo
2025	J	`jnl`	Approximating Condorcet Ordering for Vector-valued Mathematical Morphology. CoRR Marcos Eduardo Valle, Santiago Velasco-Forero, João Batista Florindo, Gustavo Jesus Angulo
2025	J	`jnl`	Cell Counting with Trainable h-Maxima and Connected Component Layers. J. Math. Imaging Vis. Samy Blusseau, Xiaohu Liu, Santiago Velasco-Forero
2025	J	`jnl`	Group Equivariant Morphological Networks. SIAM J. Imaging Sci. Valentin Penaud-Polge, Santiago Velasco-Forero, Gustavo Jesus Angulo
2025	—	`conf`	Learning Morphological Representations of Image Transformations: Influence of Initialization and Layer Differentiability. DGMM Mihaela Dimitrova, Samy Blusseau, Santiago Velasco-Forero
2025	—	`conf`	MorphoSkel3D: Morphological Skeletonization of 3D Point Clouds for Informed Sampling in Object Classification and Retrieval. 3DV Pierre Onghena, Santiago Velasco-Forero, Beatriz Marcotegui
2025	J	`jnl`	MorphoSkel3D: Morphological Skeletonization of 3D Point Clouds for Informed Sampling in Object Classification and Retrieval. CoRR Pierre Onghena, Santiago Velasco-Forero, Beatriz Marcotegui
2024	—	`conf`	Counting Melanocytes with Trainable h-Maxima and Connected Component Layers. DGMM Xiaohu Liu, Samy Blusseau, Santiago Velasco-Forero
2024	—	`conf`	Deep Matrix Profile for Maneuver Classification in Low Earth Orbit Satellite Trajectories. EUSIPCO Stéfan Baudier, Santiago Velasco-Forero, Franck Jean, Daniel Brooks, Jesús Angulo
2024	—	`conf`	Group Equivariant Networks Using Morphological Operators. DGMM Valentin Penaud-Polge, Santiago Velasco-Forero, Jesús Angulo-Lopez
2024	—	`conf`	Spatial Reasoning Loss for Weakly Supervised Segmentation of Skin Histological Images. ISBI Mateus Sangalli, Santiago Velasco-Forero, José-Marcio Martins da Cruz, Virginie Flouret, Charlène Gayrard, Thérèse Baldeweck, Etienne Decencière
2023	J	`jnl`	Adapting the Hypersphere Loss Function from Anomaly Detection to Anomaly Segmentation. CoRR João P. C. Bertoldo, Santiago Velasco-Forero, Jesús Angulo, Etienne Decencière
2023	—	`conf`	Can Generalised Divergences Help for Invariant Neural Networks? GSI (1) Santiago Velasco-Forero
2023	—	`conf`	GenHarris-ResNet: A Rotation Invariant Neural Network Based on Elementary Symmetric Polynomials. SSVM Valentin Penaud-Polge, Santiago Velasco-Forero, Jesús Angulo
2023	J	`jnl`	Real-time Classification of Aircrafts Manoeuvers. J. Signal Process. Syst. Sami Jouaber, Silvère Bonnabel, Santiago Velasco-Forero, Marion Pilté, Jesús Angulo
2023	—	`conf`	Rotation-invariant Hierarchical Segmentation on Poincaré Ball for 3D Point Cloud. ICCV (Workshops) Pierre Onghena, Leonardo Gigli, Santiago Velasco-Forero
2022	J	`jnl`	Adaptive Anisotropic Morphological Filtering Based on Co-Circularity of Local Orientations. Image Process. Line Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo, Isabelle Bloch
2022	—	`book`	Contributions to Mathematical Morphology. Santiago Velasco-Forero
2022	B	`conf`	Differential Invariants for SE(2)-Equivariant Networks. ICIP Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo
2022	A	`conf`	Fixed Point Layers for Geodesic Morphological Operations. BMVC Santiago Velasco-Forero, Ayoub Rhim, Jesús Angulo
2022	B	`conf`	Fully Trainable Gaussian Derivative Convolutional Layer. ICIP Valentin Penaud-Polge, Santiago Velasco-Forero, Jesús Angulo
2022	J	`jnl`	Fully trainable Gaussian derivative convolutional layer. CoRR Valentin Penaud-Polge, Santiago Velasco-Forero, Jesús Angulo
2022	J	`jnl`	Irregularity Index for Vector-Valued Morphological Operators. J. Math. Imaging Vis. Marcos Eduardo Valle, Samuel Francisco, Marco Aurélio Granero, Santiago Velasco-Forero
2022	J	`jnl`	Learnable Empirical Mode Decomposition based on Mathematical Morphology. SIAM J. Imaging Sci. Santiago Velasco-Forero, R. Pagès, Jesús Angulo
2022	—	`conf`	MorphoActivation: Generalizing ReLU Activation Function by Mathematical Morphology. DGMM Santiago Velasco-Forero, Jesús Angulo
2022	J	`jnl`	MorphoActivation: Generalizing ReLU activation function by mathematical morphology. CoRR Santiago Velasco-Forero, Jesús Angulo
2022	—	`conf`	Morphological Adjunctions Represented by Matrices in Max-Plus Algebra for Signal and Image Processing. DGMM Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo, Isabelle Bloch
2022	J	`jnl`	Moving Frame Net: SE(3)-Equivariant Network for Volumes. CoRR Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo
2022	—	`conf`	Moving frame net: SE(3)-equivariant network for volumes. NeurReps Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo
2022	—	`conf`	Near Out-of-Distribution Detection for Low-Resolution Radar Micro-doppler Signatures. ECML/PKDD (4) Martin Bauw, Santiago Velasco-Forero, Jesús Angulo, Claude Adnet, Olivier Airiau
2022	J	`jnl`	Near out-of-distribution detection for low-resolution radar micro-Doppler signatures. CoRR Martin Bauw, Santiago Velasco-Forero, Jesús Angulo, Claude Adnet, Olivier Airiau
2022	J	`jnl`	Scale Equivariant U-Net. CoRR Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo
2022	A	`conf`	Scale-Equivariant U-Net. BMVC Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo
2021	J	`jnl`	Deep Random Projection Outlyingness for Unsupervised Anomaly Detection. CoRR Martin Bauw, Santiago Velasco-Forero, Jesús Angulo, Claude Adnet, Olivier Airiau
2021	—	`conf`	End-to-End Similarity Learning and Hierarchical Clustering for Unfixed Size Datasets. GSI Leonardo Gigli, Beatriz Marcotegui, Santiago Velasco-Forero
2021	J	`jnl`	ICLR 2021 Challenge for Computational Geometry & Topology: Design and Results. CoRR Nina Miolane, Matteo Caorsi, Umberto Lupo, Marius Guerard, Nicolas Guigui, Johan Mathe, Yann Cabanes, Wojciech Reise, Thomas Davies, António Leitão, Somesh Mohapatra, Saiteja Utpala, Shailja Shailja, Gabriele Corso, Guoxi Liu, Federico Iuricich, Andrei Manolache, Mihaela Nistor, Matei Bejan, Armand Mihai Nicolicioiu, Bogdan-Alexandru Luchian, Mihai-Sorin Stupariu, Florent Michel, Khanh Dao Duc, Bilal Abdulrahman, Maxim Beketov, Elodie Maignant, Zhiyuan Liu, Marek Cerný, Martin Bauw, Santiago Velasco-Forero, Jesús Angulo, Yanan Long
2021	—	`conf`	Measuring the Irregularity of Vector-Valued Morphological Operators Using Wasserstein Metric. DGMM Marcos Eduardo Valle, Samuel Francisco, Marco Aurélio Granero, Santiago Velasco-Forero
2021	Misc	`conf`	NNAKF: A Neural Network Adapted Kalman Filter for Target Tracking. ICASSP Sami Jouaber, Silvère Bonnabel, Santiago Velasco-Forero, Marion Pilté
2021	—	`conf`	On Power Jaccard Losses for Semantic Segmentation. VISIGRAPP (5: VISAPP) David Duque-Arias, Santiago Velasco-Forero, Jean-Emmanuel Deschaud, François Goulette, Andrés Serna, Etienne Decencière, Beatriz Marcotegui
2021	J	`jnl`	Paris-CARLA-3D: A Real and Synthetic Outdoor Point Cloud Dataset for Challenging Tasks in 3D Mapping. CoRR Jean-Emmanuel Deschaud, David Duque, Jean Pierre Richa, Santiago Velasco-Forero, Beatriz Marcotegui, François Goulette
2021	J	`jnl`	Paris-CARLA-3D: A Real and Synthetic Outdoor Point Cloud Dataset for Challenging Tasks in 3D Mapping. Remote. Sens. Jean-Emmanuel Deschaud, David Duque, Jean Pierre Richa, Santiago Velasco-Forero, Beatriz Marcotegui, François Goulette
2021	—	`conf`	Scale Equivariant Neural Networks with Morphological Scale-Spaces. DGMM Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo
2020	J	`jnl`	Approximating morphological operators with part-based representations learned by asymmetric auto-encoders. Math. Morphol. Theory Appl. Samy Blusseau, Bastien Ponchon, Santiago Velasco-Forero, Jesús Angulo, Isabelle Bloch
2020	J	`jnl`	Combinatorial space of watershed hierarchies for image characterization. Pattern Recognit. Lett. Amin Fehri, Santiago Velasco-Forero, Fernand Meyer
2020	J	`jnl`	On minimum spanning tree streaming for hierarchical segmentation. Pattern Recognit. Lett. Leonardo Gigli, Santiago Velasco-Forero, Beatriz Marcotegui
2020	J	`jnl`	Road Segmentation on low resolution Lidar point clouds for autonomous vehicles. CoRR Leonardo Gigli, B. Ravi Kiran, Thomas Paul, Andrés Serna, Nagarjuna Vemuri, Beatriz Marcotegui, Santiago Velasco-Forero
2020	J	`jnl`	SHREC 2020: 3D point cloud semantic segmentation for street scenes. Comput. Graph. Tao Ku, Remco C. Veltkamp, Bas Boom, David Duque-Arias, Santiago Velasco-Forero, Jean-Emmanuel Deschaud, François Goulette, Beatriz Marcotegui, Sebastián Ortega, Agustín Trujillo, José Pablo Suárez, José Miguel Santana, Cristián Ramírez, Kiran Akadas, Shankar Gangisetty
2020	J	`jnl`	SHREC 2020: Retrieval of digital surfaces with similar geometric reliefs. Comput. Graph. Elia Moscoso Thompson, Silvia Biasotti, Andrea Giachetti, Claudio Tortorici, Naoufel Werghi, Ahmad Shaker Obeid, Stefano Berretti, Hoang-Phuc Nguyen-Dinh, Minh-Quan Le, Hai-Dang Nguyen, Minh-Triet Tran, Leonardo Gigli, Santiago Velasco-Forero, Beatriz Marcotegui, Ivan Sipiran, Benjamin Bustos, Ioannis Romanelis, Vlassis Fotis, Ramamoorthy Luxman
2019	—	`conf`	A Graph-Based Color Lines Model for Image Analysis. ICIAP (2) David Duque-Arias, Santiago Velasco-Forero, Jean-Emmanuel Deschaud, François Goulette, Beatriz Marcotegui
2019	—	`conf`	A New Color Augmentation Method for Deep Learning Segmentation of Histological Images. ISBI Yang Xiao, Etienne Decencière, Santiago Velasco-Forero, Hélène Burdin, Thomas Bornschlögl, Françoise Bernerd, Emilie Warrick, Thérèse Baldeweck
2019	J	`jnl`	Dealing with Topological Information within a Fully Convolutional Neural Network. CoRR Etienne Decencière, Santiago Velasco-Forero, Fu Min, Juanjuan Chen, Hélène Burdin, Gervais Gauthier, Bruno Laÿ, Thomas Bornschloegl, Thérèse Baldeweck
2019	C	`conf`	Max-Plus Operators Applied to Filter Selection and Model Pruning in Neural Networks. ISMM Yunxiang Zhang, Samy Blusseau, Santiago Velasco-Forero, Isabelle Bloch, Jesús Angulo
2019	J	`jnl`	Max-plus Operators Applied to Filter Selection and Model Pruning in Neural Networks. CoRR Yunxiang Zhang, Samy Blusseau, Santiago Velasco-Forero, Isabelle Bloch, Jesús Angulo
2019	C	`conf`	Part-Based Approximations for Morphological Operators Using Asymmetric Auto-encoders. ISMM Bastien Ponchon, Santiago Velasco-Forero, Samy Blusseau, Jesús Angulo, Isabelle Bloch
2019	J	`jnl`	Part-based approximations for morphological operators using asymmetric auto-encoders. CoRR Bastien Ponchon, Santiago Velasco-Forero, Samy Blusseau, Jesús Angulo, Isabelle Bloch
2019	J	`jnl`	Prior-based Hierarchical Segmentation Highlighting Structures of Interest. Math. Morphol. Theory Appl. Amin Fehri, Santiago Velasco-Forero, Fernand Meyer
2018	B	`conf`	Characterizing Images by the Gromov-Hausdorff Distances Between Derived Hierarchies. ICIP Amin Fehri, Santiago Velasco-Forero, Fernand Meyer
2018	B	`conf`	Dealing with Topological Information Within a Fully Convolutional Neural Network. ACIVS Etienne Decencière, Santiago Velasco-Forero, Fu Min, Juanjuan Chen, Hélène Burdin, Gervais Gauthier, Bruno Laÿ, Thomas Bornschloegl, Thérèse Baldeweck
2018	B	`conf`	On Minimum Spanning Tree Streaming for Image Analysis. ICIP Leonardo Gigli, Santiago Velasco-Forero, Beatriz Marcotegui
2018	J	`jnl`	On-the-Go Grapevine Yield Estimation Using Image Analysis and Boolean Model. J. Sensors Borja Millán, Santiago Velasco-Forero, Arturo Aquino, Javier Tardáguila
2018	—	`conf`	Recognition of Geometric Patterns Over 3D Models. 3DOR@Eurographics Silvia Biasotti, Elia Moscoso Thompson, Loïc Barthe, Stefano Berretti, Andrea Giachetti, Thibault Lejemble, Nicolas Mellado, Konstantinos Moustakas, Iason Manolas, Dimitrios Dimou, Claudio Tortorici, Santiago Velasco-Forero, Naoufel Werghi, Martina Polig, Giusi Sorrentino, Sorin Hermon
2018	—	`conf`	Retrieval of Gray Patterns Depicted on 3D Models. 3DOR@Eurographics Elia Moscoso Thompson, Claudio Tortorici, Naoufel Werghi, Stefano Berretti, Santiago Velasco-Forero, Silvia Biasotti
2018	J	`jnl`	Segmentation hiérarchique faiblement supervisée. CoRR Amin Fehri, Santiago Velasco-Forero, Fernand Meyer
2018	B	`conf`	Tropical and Morphological Operators for Signals on Graphs. ICIP Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo, Isabelle Bloch
2017	C	`ed.`	Mathematical Morphology and Its Applications to Signal and Image Processing - 13th International Symposium, ISMM 2017, Fontainebleau, France, May 15-17, 2017, Proceedings ISMM Jesús Angulo, Santiago Velasco-Forero, Fernand Meyer
2017	C	`conf`	Morphological Semigroups and Scale-Spaces on Ultrametric Spaces. ISMM Jesús Angulo, Santiago Velasco-Forero
2017	C	`conf`	Prior-Based Hierarchical Segmentation Highlighting Structures of Interest. ISMM Amin Fehri, Santiago Velasco-Forero, Fernand Meyer
2017	J	`jnl`	Prior-based Hierarchical Segmentation Highlighting Structures of Interest. CoRR Amin Fehri, Santiago Velasco-Forero, Fernand Meyer
2017	—	`conf`	Retrieval of Surfaces with Similar Relief Patterns. 3DOR@Eurographics Silvia Biasotti, Elia Moscoso Thompson, Masaki Aono, A. Ben Hamza, Benjamin Bustos, Shuilong Dong, Bowen Du, Amin Fehri, Haisheng Li, Frederico A. Limberger, Majid Masoumi, Mahsa Rezaei, Ivan Sipiran, Li Sun, Atsushi Tatsuma, Santiago Velasco-Forero, Richard C. Wilson, Yujuan Wu, Junjie Zhang, Tianyu Zhao, Francesco Fornasa, Andrea Giachetti
2017	—	`conf`	SHREC'17 Track: Point-Cloud Shape Retrieval of Non-Rigid Toys. 3DOR@Eurographics Frederico A. Limberger, Richard C. Wilson, Masaki Aono, Nicolas Audebert, Alexandre Boulch, Benjamin Bustos, Andrea Giachetti, Afzal Godil, Bertrand Le Saux, Bo Li, Yijuan Lu, Hai-Dang Nguyen, V.-T. Nguyen, Viet-Khoi Pham, Ivan Sipiran, Atsushi Tatsuma, Minh-Triet Tran, Santiago Velasco-Forero
2016	B	`conf`	A Bayesian Approach to Linear Unmixing in the Presence of Highly Mixed Spectra. ACIVS Bruno Figliuzzi, Santiago Velasco-Forero, Michel Bilodeau, Jesús Angulo
2016	J	`jnl`	Automatic Selection of Stochastic Watershed Hierarchies. CoRR Amin Fehri, Santiago Velasco-Forero, Fernand Meyer
2016	—	`conf`	Automatic selection of stochastic watershed hierarchies. EUSIPCO Amin Fehri, Santiago Velasco-Forero, Fernand Meyer
2016	—	`conf`	Deep learning for studies of galaxy morphology. Astroinformatics Diego Tuccillo, Marc Huertas-Company, Etienne Decencière, Santiago Velasco-Forero
2016	J	`jnl`	Retrieval and classification methods for textured 3D models: a comparative study. Vis. Comput. Silvia Biasotti, Andrea Cerri, Masaki Aono, A. Ben Hamza, Valeria Garro, Andrea Giachetti, Daniela Giorgi, Afzal Godil, C. Li, Chika Sanada, Michela Spagnuolo, Atsushi Tatsuma, Santiago Velasco-Forero
2016	—	`conf`	Retrieval of Human Subjects from Depth Sensor Data. 3DOR@Eurographics Andrea Giachetti, Francesco Fornasa, Federico Parezzan, Alessandro Saletti, Leonardo Zambaldo, Luisa Zanini, Felix Achilles, Alexandru Eugen Ichim, Federico Tombari, Nassir Navab, Santiago Velasco-Forero
2015	J	`jnl`	Comparative Analysis of Covariance Matrix Estimation for Anomaly Detection in Hyperspectral Images. IEEE J. Sel. Top. Signal Process. Santiago Velasco-Forero, Marcus Chen, Alvina Goh, Sze Kim Pang
2015	C	`conf`	Inner-Cheeger Opening and Applications. ISMM Santiago Velasco-Forero
2015	—	`conf`	Nonlinear Operators on Graphs via Stacks. GSI Santiago Velasco-Forero, Jesús Angulo
2015	Misc	`conf`	Objects co-segmentation: Propagated from simpler images. ICASSP Marcus Chen, Santiago Velasco-Forero, Ivor W. Tsang, Tat-Jen Cham
2014	—	`conf`	A comparative analysis of covariance matrix estimation in anomaly detection. WHISPERS Santiago Velasco-Forero, Marcus Chen, Alvina Goh, Sze Kim Pang
2014	—	`conf`	Anomaly detection and important bands selection for hyperspectral images via sparse PCA. WHISPERS Santiago Velasco-Forero, Marcus Chen, Alvina Goh, Sze Kim Pang
2014	J	`jnl`	Conditional Toggle Mappings: Principles and Applications. J. Math. Imaging Vis. Santiago Velasco-Forero, Jesús Angulo, Pierre Soille
2014	J	`jnl`	Local Mutual Information for Dissimilarity-Based Image Segmentation. J. Math. Imaging Vis. Lionel Gueguen, Santiago Velasco-Forero, Pierre Soille
2014	—	`conf`	Retrieval and Classification on Textured 3D Models. 3DOR@Eurographics Silvia Biasotti, Andrea Cerri, Mostafa Abdelrahman, Masaki Aono, Abdessamad Ben Hamza, Moumen T. El-Melegy, Aly A. Farag, Valeria Garro, Andrea Giachetti, Daniela Giorgi, Afzal Godil, C. Li, Yong-Jin Liu, H. Y. Martono, Chika Sanada, Atsushi Tatsuma, Santiago Velasco-Forero, Chunxu Xu
2014	J	`jnl`	Riemannian mathematical morphology. Pattern Recognit. Lett. Jesús Angulo, Santiago Velasco-Forero
2014	C	`conf`	Robust anomaly detection in Hyperspectral Imaging. IGARSS Joana Frontera-Pons, Miguel Angel Veganzones, Santiago Velasco-Forero, Frédéric Pascal, Jean Philippe Ovarlez, Jocelyn Chanussot
2013	J	`jnl`	Classification of hyperspectral images by tensor modeling and additive morphological decomposition. Pattern Recognit. Santiago Velasco-Forero, Jesús Angulo
2013	—	`conf`	Complete Lattice Structure of Poincaré Upper-Half Plane and Mathematical Morphology for Hyperbolic-Valued Images. GSI Jesús Angulo, Santiago Velasco-Forero
2013	C	`conf`	Mathematical Morphology for Real-Valued Images on Riemannian Manifolds. ISMM Jesús Angulo, Santiago Velasco-Forero
2013	—	`conf`	Multivariate diffusion tensor and induced segmentation. WHISPERS Santiago Velasco-Forero, Maider Marin-McGee, Miguel Velez-Reyes
2013	C	`conf`	On Nonlocal Mathematical Morphology. ISMM Santiago Velasco-Forero, Jesús Angulo
2013	—	`conf`	SHREC'13 Track: Retrieval on Textured 3D Models. 3DOR@Eurographics Andrea Cerri, Silvia Biasotti, Mostafa Abdelrahman, Jesús Angulo, K. Berger, Louis Chevallier, Moumen T. El-Melegy, Aly A. Farag, F. Lefebvre, Andrea Giachetti, H. Guermoud, Yong-Jin Liu, Santiago Velasco-Forero, Jean-Ronan Vigouroux, Chunxu Xu, J.-B. Zhang
2013	C	`conf`	Stochastic Morphological Filtering and Bellman-Maslov Chains. ISMM Jesús Angulo, Santiago Velasco-Forero
2013	—	`conf`	Supervised Morphology for Structure Tensor-Valued Images Based on Symmetric Divergence Kernels. GSI Santiago Velasco-Forero, Jesús Angulo
2012	C	`conf`	Edge extraction by statistical dependence analysis: application to multi-angular WorldView-2 series. IGARSS Lionel Gueguen, Santiago Velasco-Forero, Pierre Soille
2012	J	`jnl`	Random Projection Depth for Multivariate Mathematical Morphology. IEEE J. Sel. Top. Signal Process. Santiago Velasco-Forero, Jesús Angulo
2012	—	`conf`	Robust RX anomaly detector without covariance matrix estimation. WHISPERS Santiago Velasco-Forero, Jesús Angulo
2011	C	`conf`	Mathematical Morphology for Vector Images Using Statistical Depth. ISMM Santiago Velasco-Forero, Jesús Angulo
2011	—	`conf`	Multiclass ordering for filtering and classification of hyperspectral images. WHISPERS Santiago Velasco-Forero, Jesús Angulo
2011	C	`conf`	Sparse Mathematical Morphology Using Non-negative Matrix Factorization. ISMM Jesús Angulo, Santiago Velasco-Forero
2011	J	`jnl`	Supervised Ordering in R IEEE Trans. Image Process. Santiago Velasco-Forero, Jesús Angulo
2010	—	`conf`	Hit-or-Miss Transform in Multivariate Images. ACIVS (1) Santiago Velasco-Forero, Jesús Angulo
2010	B	`conf`	Morphological processing of hyperspectral images using kriging-based supervised ordering. ICIP Santiago Velasco-Forero, Jesús Angulo
2010	—	`conf`	Spatial structures detection in hyperspectral images using mathematical morphology. WHISPERS Santiago Velasco-Forero, Jesús Angulo
2010	B	`conf`	Statistical Shape Modeling Using Morphological Representations. ICPR Santiago Velasco-Forero, Jesús Angulo
2010	B	`conf`	Structurally adaptive mathematical morphology on nonlinear scale-space representations. ICIP Jesús Angulo, Santiago Velasco-Forero
2009	J	`jnl`	Improving Hyperspectral Image Classification Using Spatial Preprocessing. IEEE Geosci. Remote. Sens. Lett. Santiago Velasco-Forero, Vidya B. Manian
2009	—	`conf`	Morphological Image Distances for Hyperspectral Dimensionality Exploration using Kernel-PCA and ISOMAP. IGARSS (3) Santiago Velasco-Forero, Jesús Angulo, Jocelyn Chanussot
2009	—	`conf`	Morphological scale-space for hyperspectral images and dimensionality exploration using tensor modeling. WHISPERS Santiago Velasco-Forero, Jesús Angulo
2009	—	`conf`	Multiscale Stochastic Watershed for Unsupervised Hyperspectral Image Segmentation. IGARSS (3) Jesús Angulo, Santiago Velasco-Forero, Jocelyn Chanussot
2008	—	`conf`	Improving Hyperspectral Image Classification based on Graphs using Spatial Preprocessing. IGARSS (3) Santiago Velasco-Forero, Vidya B. Manian