| 2022 | BMVC | Scale-Equivariant U-Net. | Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jess Angulo |
| 2022 | BMVC | Fixed Point Layers for Geodesic Morphological Operations. | Santiago Velasco-Forero, Ayoub Rhim, Jess Angulo |
| 2022 | ICIP | Fully Trainable Gaussian Derivative Convolutional Layer. | Valentin Penaud-Polge, Santiago Velasco-Forero, Jess Angulo |
| 2022 | ICIP | Differential Invariants for SE(2)-Equivariant Networks. | Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jess Angulo |
| 2021 | ICASSP | NNAKF: A Neural Network Adapted Kalman Filter for Target Tracking. | Sami Jouaber, Silvre Bonnabel, Santiago Velasco-Forero, Marion Pilt |
| 2019 | ICIAP | A Graph-Based Color Lines Model for Image Analysis. | David Duque-Arias, Santiago Velasco-Forero, Jean-Emmanuel Deschaud, Franois Goulette, Beatriz Marcotegui |
| 2019 | ISMM | Part-Based Approximations for Morphological Operators Using Asymmetric Auto-encoders. | Bastien Ponchon, Santiago Velasco-Forero, Samy Blusseau, Jess Angulo, Isabelle Bloch |
| 2019 | ISMM | Max-Plus Operators Applied to Filter Selection and Model Pruning in Neural Networks. | Yunxiang Zhang, Samy Blusseau, Santiago Velasco-Forero, Isabelle Bloch, Jess Angulo |
| 2018 | ACIVS | Dealing with Topological Information Within a Fully Convolutional Neural Network. | Etienne Decencire, Santiago Velasco-Forero, Fu Min, Juanjuan Chen, Hlne Burdin, Gervais Gauthier, Bruno La, Thomas Bornschloegl, Thrse Baldeweck |
| 2018 | ICIP | Tropical and Morphological Operators for Signals on Graphs. | Samy Blusseau, Santiago Velasco-Forero, Jess Angulo, Isabelle Bloch |
| 2018 | ICIP | Characterizing Images by the Gromov-Hausdorff Distances Between Derived Hierarchies. | Amin Fehri, Santiago Velasco-Forero, Fernand Meyer |
| 2018 | ICIP | On Minimum Spanning Tree Streaming for Image Analysis. | Leonardo Gigli, Santiago Velasco-Forero, Beatriz Marcotegui |
| 2017 | ISMM | Morphological Semigroups and Scale-Spaces on Ultrametric Spaces. | Jess Angulo, Santiago Velasco-Forero |
| 2017 | ISMM | Prior-Based Hierarchical Segmentation Highlighting Structures of Interest. | Amin Fehri, Santiago Velasco-Forero, Fernand Meyer |
| 2016 | ACIVS | A Bayesian Approach to Linear Unmixing in the Presence of Highly Mixed Spectra. | Bruno Figliuzzi, Santiago Velasco-Forero, Michel Bilodeau, Jess Angulo |
| 2015 | ICASSP | Objects co-segmentation: Propagated from simpler images. | Marcus Chen, Santiago Velasco-Forero, Ivor W. Tsang, Tat-Jen Cham |
| 2015 | ISMM | Inner-Cheeger Opening and Applications. | Santiago Velasco-Forero |
| 2014 | IGARSS | Robust anomaly detection in Hyperspectral Imaging. | Joana Frontera-Pons, Miguel Angel Veganzones, Santiago Velasco-Forero, Frdric Pascal, Jean Philippe Ovarlez, Jocelyn Chanussot |
| 2013 | ISMM | Stochastic Morphological Filtering and Bellman-Maslov Chains. | Jess Angulo, Santiago Velasco-Forero |
| 2013 | ISMM | Mathematical Morphology for Real-Valued Images on Riemannian Manifolds. | Jess Angulo, Santiago Velasco-Forero |
| 2013 | ISMM | On Nonlocal Mathematical Morphology. | Santiago Velasco-Forero, Jess Angulo |
| 2012 | IGARSS | Edge extraction by statistical dependence analysis: application to multi-angular WorldView-2 series. | Lionel Gueguen, Santiago Velasco-Forero, Pierre Soille |
| 2011 | ISMM | Sparse Mathematical Morphology Using Non-negative Matrix Factorization. | Jess Angulo, Santiago Velasco-Forero |
| 2011 | ISMM | Mathematical Morphology for Vector Images Using Statistical Depth. | Santiago Velasco-Forero, Jess Angulo |
| 2010 | ACIVS | Hit-or-Miss Transform in Multivariate Images. | Santiago Velasco-Forero, Jess Angulo |
| 2010 | ICIP | Structurally adaptive mathematical morphology on nonlinear scale-space representations. | Jess Angulo, Santiago Velasco-Forero |
| 2010 | ICIP | Morphological processing of hyperspectral images using kriging-based supervised ordering. | Santiago Velasco-Forero, Jess Angulo |
| 2010 | ICPR | Statistical Shape Modeling Using Morphological Representations. | Santiago Velasco-Forero, Jess Angulo |
| 2009 | IGARSS | Morphological Image Distances for Hyperspectral Dimensionality Exploration using Kernel-PCA and ISOMAP. | Santiago Velasco-Forero, Jess Angulo, Jocelyn Chanussot |
| 2009 | IGARSS | Multiscale Stochastic Watershed for Unsupervised Hyperspectral Image Segmentation. | Jess Angulo, Santiago Velasco-Forero, Jocelyn Chanussot |
| 2008 | IGARSS | Improving Hyperspectral Image Classification based on Graphs using Spatial Preprocessing. | Santiago Velasco-Forero, Vidya B. Manian |