| 2026 | ICPR | Aggregation of Ensemble of Classifiers with Fuzzy Learning: Application for Land Cover Classification on SAR Images. | Matthieu Gallet, Abdourrahmane M. Atto, Fatima Karbou, Emmanuel Trouv |
| 2025 | DIS | Extending Model-Agnostic XAI Methods for Regression Tasks in Spatio-Temporal Domains. | Matteo Salis, Gabriele Sartor, Marco Pellegrino, Rosa Meo, Stefano Ferraris, Abdourrahmane M. Atto |
| 2024 | ICASSP | Renyi Divergences Learning for explainable classification of SAR Image Pairs. | Matthieu Gallet, Ammar Mian, Abdourrahmane M. Atto |
| 2024 | IGARSS | DEM-Assisted Neural Network for SAR-to-Optical Image Translation. | Antoine Bralet, Trong Nghia Ngo, Emmanuel Trouv, Jocelyn Chanussot, Abdourrahmane M. Atto |
| 2023 | IGARSS | CNN Classification of Wet Snow by Physical Snowpack Model Labeling. | Matthieu Gallet, Abdourrahmane M. Atto, Emmanuel Trouv, Fatima Karbou |
| 2023 | IGARSS | Temporal Evolution of X and C Band Sar Backscattering In The Mont-Blanc Massif. | Suvrat Kaushik, Matthieu Gallet, Yajing Yan, Abdourrahmane M. Atto, Ludovic Ravanel, Emmanuel Trouv |
| 2023 | IGARSS | Deep Semantic Fusion of Sentinel-1 and Sentinel-2 Snow Products for Snow Monitoring in Mountainous Regions. | Thu Trang L, Abdourrahmane M. Atto, Emmanuel Trouv, Fatima Karbou |
| 2022 | ICIP | Deep Learning of Radiometrical and Geometrical Sar Distorsions for Image Modality translations. | Antoine Bralet, Abdourrahmane M. Atto, Jocelyn Chanussot, Emmanuel Trouv |
| 2021 | IGARSS | Channel-Based Attention for Land Cover Classification using Sentinel-2 Time Series. | Hermann Courteille, Alexandre Benot, Nicolas Mger, Abdourrahmane M. Atto, Dino Ienco |
| 2018 | FUSION | Geometric Multi-Wavelet Total Variation for SAR Image Time Series Analysis. | Abdourrahmane M. Atto, Anoumou Kemavo, Jean-Paul Rudant, Grgoire Mercier |
| 2018 | ICASSP | A Robust Change Detector for Highly Heterogeneous Multivariate Images. | Ammar Mian, Jean Philippe Ovarlez, Guillaume Ginolhac, Abdourrahmane M. Atto |
| 2017 | ICASSP | A subspace approach for shrinkage parameter selection in undersampled configuration for Regularised Tyler Estimators. | Q. Hoarau, Arnaud Breloy, Guillaume Ginolhac, Abdourrahmane M. Atto, Jean-Marie Nicolas |
| 2017 | ICASSP | Multivariate Linear Time-Frequency modeling and adaptive robust target detection in highly textured monovariate SAR image. | Jean Philippe Ovarlez, Guillaume Ginolhac, Abdourrahmane M. Atto |
| 2015 | ICIP | ARFBF model for non stationary random fields and application in HRTEM images. | Zhangyun Tan, Abdourrahmane M. Atto, Olivier Alata, Maxime Moreaud |
| 2015 | IGARSS | Change analysis using multitemporal Sentinel-1 SAR images. | Thu Trang Le, Abdourrahmane M. Atto, Emmanuel Trouv |
| 2014 | ICIP | Simulation of image time series from dynamical fractional brownian fields. | Abdourrahmane M. Atto, Lionel Fillatre, Marc Antonini, Igor V. Nikiforov |
| 2014 | ICIP | Non-stationary texture synthesis from random field modeling. | Abdourrahmane M. Atto, Zhangyun Tan, Olivier Alata, Maxime Moreaud |
| 2014 | IGARSS | Adaptive multitemporal filtering of polarimetric SAR images. | Thu Trang Le, Abdourrahmane M. Atto, Emmanuel Trouv |
| 2012 | IGARSS | Vector and matrix LP norms in polarimetric radar filtering. | Abdourrahmane M. Atto, Grgoire Mercier, Thu Trang Le, Emmanuel Trouv |
| 2011 | ICASSP | How to perform texture recognition from stochastic modeling in the wavelet domain. | Abdourrahmane M. Atto, Yannick Berthoumieu |
| 2009 | IGARSS | General Framework on Change Detection in a Sparse Domain. | Abdourrahmane M. Atto, Grgoire Mercier, Dominique Pastor |
| 2008 | ICASSP | Smooth sigmoid wavelet shrinkage for non-parametric estimation. | Abdourrahmane M. Atto, Dominique Pastor, Grgoire Mercier |