| 2025 | CVPR | Deep Diffusion Models and Unsupervised Hyperspectral Unmixing for Realistic Abundance Map Synthesis. | Martina Pastorino, Michael Alibani, Nicola Acito, Gabriele Moser |
| 2025 | WACV | Multiresolution Fusion and Classification of Hyperspectral and Panchromatic Remote Sensing Images. | Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia |
| 2024 | ICPR | Probabilistic Fusion Framework Combining CNNs and Graphical Models for Multiresolution Satellite and UAV Image Classification. | Martina Pastorino, Gabriele Moser, Fabien Guerra, Sebastiano B. Serpico, Josiane Zerubia |
| 2024 | IGARSS | A Multiresolution Fusion Framework based on Probabilistic Graphical Modeling for Burnt Zones Mapping from Satellite and UAV Imagery. | Martina Pastorino, Gabriele Moser, Fabien Guerra, Sebastiano B. Serpico, Josiane Zerubia |
| 2023 | IGARSS | Classification of Multimission SAR Images Based on Probabilistic Graphical Models and Convolutional Neural Networks. | Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia |
| 2022 | ICIP | Fully Convolutional and Feedforward Networks for The Semantic Segmentation of Remotely Sensed Images. | Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia |
| 2022 | IGARSS | Semantic Segmentation of SAR Images Through Fully Convolutional Networks and Hierarchical Probabilistic Graphical Models. | Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia |
| 2021 | IGARSS | Semantic Segmentation of Remote Sensing Images Combining Hierarchical Probabilistic Graphical Models and Deep Convolutional Neural Networks. | Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia |