| 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 |
| 2024 | IGARSS | Remote Sensing Contributions to Water-Related Risk Management within "Return", the Italian National Program on Environmental Risks in the Next Generation EU Framework. | Roozbeh Rajabi, Giovanni Besio, Giorgio Boni, Arianna Cauteruccio, Edoardo Cremonese, Ilaria Gnecco, Gabriele Moser, Sebastiano B. Serpico, Luca Trotter |
| 2024 | IGARSS | A Deep Learning Architecture for Unsupervised Feature Extraction from Multimission SAR Time Series. | Ignacio Masari, Luca Maggiolo, Gabriele Moser, Sebastiano B. Serpico |
| 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 |
| 2023 | IGARSS | Prediction of Cloud-to-Ground Lightning Through Gaussian Process Regression with Satellite Thermal Infrared Imagery and Numerical Weather Prediction Modeling Data. | Alice La Fata, Lorenzo Farina, Marina Bernardi, Gabriele Moser, Renato Procopio, Elisabetta Fiori |
| 2023 | IGARSS | Heterogeneous Change Detection With Hyperspectral Prisma Data And Sar Cosmo-Skymed Imagery. | Ignacio Masari, Gabriele Moser, Sebastiano B. Serpico |
| 2023 | IGARSS | Contextual Classification of Polarimetric Sar Data Through a Complex-Valued Kernel and Global Energy Minimization. | Ignacio Masari, Gabriele Moser, Sebastiano B. Serpico |
| 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 | A CNN-Transformer Knowledge Distillation for Remote Sensing Scene Classification. | Mostaan Nabi, Luca Maggiolo, Gabriele Moser, Sebastiano B. Serpico |
| 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 |
| 2022 | IGARSS | A Tiling-Based Strategy for Large-Scale Multisensor Optical-Sar Image Registration. | David Solarna, Luca Maggiolo, Gabriele Moser, Sebastiano B. Serpico |
| 2022 | IGARSS | Optical-SAR Decision Fusion with Markov Random Fields for High-Resolution Large-Scale Land Cover Mapping. | Luca Maggiolo, David Solarna, Gabriele Moser, Sebastiano B. Serpico |
| 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 |
| 2021 | IGARSS | Experimental Comparison of Registration Methods for Multisensor Sar-Optical Data. | Batrice Pinel-Puyssgur, Luca Maggiolo, Michel Roux, Nicolas Gasnier, David Solarna, Gabriele Moser, Sebastiano B. Serpico, Florence Tupin |
| 2021 | IGARSS | Road Extraction and Road Width Estimation Via Fusion of Aerial Optical Imagery, Geospatial Data, and Street-Level Images. | Andrea Grillo, Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico |
| 2020 | IGARSS | Change Detection with Heterogeneous Remote Sensing Data: From Semi-Parametric Regression to Deep Learning. | Gabriele Moser, Stian Normann Anfinsen, Luigi Tommaso Luppino, Sebastiano B. Serpico |
| 2020 | IGARSS | Urban Land-Use and Land-Cover Mapping Based on the Classification of Transport Demand and Remote Sensing Data. | Chiara Tacconi, Maria Pia Tuscano, Gabriele Moser, Nicola Sacco |
| 2020 | IGARSS | Heterogeneous Change Detection with Self-Supervised Deep Canonically Correlated Autoencoders. | Federico Figari Tomenotti, Luigi Tommaso Luppino, Mads A. Hansen, Gabriele Moser, Stian Normann Anfinsen |
| 2020 | IGARSS | Automatic Area-Based Registration of Optical and SAR Images Through Generative Adversarial Networks and a Correlation-Type Metric. | Luca Maggiolo, David Solarna, Gabriele Moser, Sebastiano B. Serpico |
| 2019 | ICIP | Causal Markov Mesh Hierarchical Modeling for the Contextual Classification of Multiresolution Satellite Images. | Alessandro Montaldo, Luca Fronda, Ihsen Hedhli, Gabriele Moser, Sebastiano Bruno Serpico, Josiane Zerubia |
| 2019 | IGARSS | Joint Classification of Multiresolution and Multisensor Data Using a Multiscale Markov Mesh Model. | Alessandro Montaldo, Luca Fronda, Ihsen Hedhli, Gabriele Moser, Josiane Zerubia, Sebastiano B. Serpico |
| 2019 | IGARSS | Multiresolution and Multimodality Sar Data Fusion Based on Markov and Conditional Random Fields for Unsupervised Change Detection. | David Solarna, Gabriele Moser, Sebastiano B. Serpico |
| 2019 | IGARSS | Recovery Monitoring in Haiti After Hurricane Matthew Through Markov Random Fields and A Region-Based Approach. | Andrea De Giorgi, Gabriele Moser, Giorgio Boni, Anna Rita Pisani, Deodato Tapete, Simona Zoffoli, Sebastiano B. Serpico |
| 2018 | IGARSS | Very High Resolution Optical Image Classification Using Watershed Segmentation and a Region-Based Kernel. | Andrea De Giorgi, Gabriele Moser, Giovanni Poggi, Giuseppe Scarpa, Sebastiano B. Serpico |
| 2018 | IGARSS | Improving Maps from CNNs Trained with Sparse, Scribbled Ground Truths Using Fully Connected CRFs. | Luca Maggiolo, Diego Marcos, Gabriele Moser, Devis Tuia |
| 2017 | IGARSS | Planetary crater detection and registration using marked point processes, multiple birth and death algorithms, and region-based analysis. | David Solarna, Gabriele Moser, Jacqueline Le Moigne, Sebastiano B. Serpico |
| 2017 | IGARSS | The IEEE GRSS data and algorithm standard evaluation (DASE) website: Incrementally building a standardized assessment for algorithm performance. | Fabio Dell'Acqua, Gianni Cristian Iannelli, John P. Kerekes, Gabriele Moser, Leland E. Pierce, Emanuele Goldoni |
| 2017 | IGARSS | Robust change detection from COSMO-SkyMed and RADARSAT-2 multitemporal images. | Andrea Garzelli, Gabriele Moser, Sebastiano B. Serpico |
| 2017 | IGARSS | Planetary crater detection and registration using marked point processes, graph cut algorithms, and wavelet transforms. | Alberto Gotelli, Jacqueline Le Moigne, Gabriele Moser, Sebastiano B. Serpico |
| 2016 | ICIP | Contextual multi-scale image classification on quadtree. | Ihsen Hedhli, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia |
| 2016 | IGARSS | Getting pixels and regions to agree with conditional random fields. | Devis Tuia, Michele Volpi, Gabriele Moser |
| 2016 | IGARSS | Supervised classification of thermal infrared hyperspectral images through Bayesian, Markovian, and region-based approaches. | Francesco Barisione, David Solarna, Andrea De Giorgi, Gabriele Moser, Sebastiano B. Serpico |
| 2016 | IGARSS | Unsupervised change detection on synthetic aperture radar images with generalized gamma distribution. | Fabrizio Crismer, Gabriele Moser, Vladimir A. Krylov, Sebastiano B. Serpico |
| 2016 | IGARSS | Large urban zone classification on SPOT-5 imagery with convolutional neural networks. | Vladimir A. Krylov, Michaela De Martino, Gabriele Moser, Sebastiano B. Serpico |
| 2015 | IGARSS | Parameter optimization for Markov random field models for remote sensing image classification through sequential minimal optimization. | Andrea De Giorgi, Gabriele Moser, Sebastiano B. Serpico |
| 2015 | IGARSS | New cascade model for hierarchical joint classification of multisensor and multiresolution remote sensing data. | Ihsen Hedhli, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia |
| 2015 | IGARSS | An active learning heuristic using spectral and spatial information for MRF-based classification. | Bo Hu, Gabriele Moser, Sebastiano B. Serpico, Peijun Li |
| 2014 | ICIP | New cascade model for hierarchical joint classification of multitemporal, multiresolution and multisensor remote sensing data. | Ihsen Hedhli, Gabriele Moser, Josiane Zerubia, Sebastiano B. Serpico |
| 2014 | IGARSS | Air surface temperature estimation from satellite thermal infrared time series and pixelwise modeling of the estimation uncertainty through support vector machines. | Gabriele Moser, Michaela De Martino, Sebastiano B. Serpico |
| 2014 | IGARSS | Kernel-based classification in complex-valued feature spaces for polarimetric SAR data. | Gabriele Moser, Sebastiano Bruno Serpico |
| 2014 | IGARSS | An automated flood detection framework for very high spatial resolution imagery. | Andrea Scarsi, William J. Emery, Gabriele Moser, Fabio Pacifici, Sebastiano Bruno Serpico |
| 2014 | IGARSS | Contextual remote-sensing image classification through support vector machines, Markov random fields and graph cuts. | Andrea De Giorgi, Gabriele Moser, Sebastiano Bruno Serpico |
| 2014 | IGARSS | Fusion of multitemporal and multiresolution remote sensing data and application to natural disasters. | Ihsen Hedhli, Gabriele Moser, Josiane Zerubia, Sebastiano Bruno Serpico |
| 2014 | IGARSS | The SEAGOSS project: Monitoring coastal seawater in Italy by remote sensing data. | Michaela De Martino, Silvana G. Dellepiane, Laura Gemme, Gabriele Moser, Sebastiano Bruno Serpico, Matteo Toma, Cristiana Degano, Aldo Loiaconi, Ilaria Mainenti, Luis Alberto Cusati, Andrea Pedroncini |
| 2013 | ICIP | False discovery rate approach to image change detection. | Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia |
| 2013 | IGARSS | A multiscale contextual approach to change detection in multisensor VHR remote sensing images. | Gabriele Moser, Michaela De Martino, Sebastiano B. Serpico |
| 2013 | IGARSS | Multiresolution SAR data fusion for unsupervised change detection. | Gabriele Moser, Sebastiano B. Serpico, Gianni Vernazza |
| 2012 | ICIP | Change detection with synthetic aperture radar images by Wilcoxon statistic likelihood ratio test. | Vladimir A. Krylov, Gabriele Moser, Aurlie Voisin, Sebastiano B. Serpico, Josiane Zerubia |
| 2012 | IGARSS | Unsupervised change detection with high-resolution SAR images by edge-preserving Markov random fields and graph-cuts. | Gabriele Moser, Sebastiano B. Serpico |
| 2012 | IGARSS | Development and validation of multitemporal image analysis methodologies for multirisk monitoring of critical structures and infrastructures. | Sebastiano B. Serpico, Lorenzo Bruzzone, Giovanni Corsini, William J. Emery, Paolo Gamba, Andrea Garzelli, Grgoire Mercier, Josiane Zerubia, Nicola Acito, Bruno Aiazzi, Francesca Bovolo, Fabio Dell'Acqua, Michaela De Martino, Marco Diani, Vladimir A. Krylov, Gianni Lisini, Carlo Marin, Gabriele Moser, Aurlie Voisin, Claudia Zoppetti |
| 2011 | IGARSS | Multitemporal region-based classification of high-resolution images by Markov random fields and multiscale segmentation. | Gabriele Moser, Sebastiano B. Serpico |
| 2011 | IGARSS | Contextual high-resolution image classification by Markovian data fusion, adaptive texture extraction, and multiscale segmentation. | Gabriele Moser, Sebastiano B. Serpico |
| 2011 | IGARSS | A K-Wishart Markov random field model for clustering of polarimetric SAR imagery. | Vahid Akbari, Gabriele Moser, Anthony Paul Doulgeris, Stian Normann Anfinsen, Torbjrn Eltoft, Sebastiano B. Serpico |
| 2010 | IGARSS | Unsupervised change detection with very high-resolution SAR images by multiscale analysis and Markov random fields. | Gabriele Moser, Sebastiano B. Serpico |
| 2010 | IGARSS | Contextual remote-sensing image classification by support vector machines and Markov random fields. | Gabriele Moser, Sebastiano B. Serpico |
| 2010 | IGARSS | Crater detection based on marked point processes. | Giulia Troglio, Jn Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico |
| 2010 | IGARSS | Assimilation of SVM-based estimates of land surface temperature for the retrieval of surface energy balance components. | Giorgio Boni, Federica Martina, Gabriele Moser, Sebastiano B. Serpico |
| 2009 | IGARSS | Edge-preserving Classification of High-resolution Remote-sensing Images by Markovian Data Fusion. | Gabriele Moser, Sebastiano B. Serpico |
| 2009 | IGARSS | An A-contrario Approach for Unsupervised Change Detection in Radar Images. | Amandine Robin, Grgoire Mercier, Gabriele Moser, Sebastiano B. Serpico |
| 2009 | IGARSS | Automatic Unsupervised Classification of Snow-covered Areas by Decision-tree Classification and Minimum-error Thresholding. | Giorgia Macchiavello, Gabriele Moser, Giorgio Boni, Sebastiano B. Serpico |
| 2009 | ISDA | A Contextual Multiscale Unsupervised Method for Change Detection with Multitemporal Remote-Sensing Images. | Gabriele Moser, Elena Angiati, Sebastiano B. Serpico |
| 2008 | IGARSS | Modelling the Error Statistics in Support Vector Regression of Surface Temperature from Infrared Data. | Gabriele Moser, Sebastiano B. Serpico |
| 2008 | IGARSS | Classification of High-Resolution Images Based on MRF Fusion and Multiscale Segmentation. | Gabriele Moser, Sebastiano B. Serpico |
| 2008 | IGARSS | Region-Based Classification of Multisensor Optical-SAR Images. | Raffaele Gaetano, Gabriele Moser, Giovanni Poggi, Giuseppe Scarpa, Sebastiano B. Serpico |
| 2007 | IGARSS | Conditional copula for change detection on heterogeneous SAR data. | Grgoire Mercier, Gabriele Moser, Sebastiano B. Serpico |
| 2007 | IGARSS | Unsupervised change detection by multichannel SAR data fusion. | Gabriele Moser, Sebastiano B. Serpico |
| 2007 | IGARSS | Multitemporal change detection by spectral and multivariate texture information. | Peijun Li, Tao Cheng, Gabriele Moser, Sebastiano B. Serpico, Defeng Ma |
| 2006 | IGARSS | Land Surface Temperature Estimation from Passive Satellite Images using Support Vector Machines. | Sebastiano B. Serpico, Michaela De Martino, Gabriele Moser, Maciel Zortea |
| 2006 | IGARSS | A Spatio-spectral Data Fusion Method for the Detection of Urban Areas in optical High Resolution Images by a Novel MRF Model. | Federico Causa, Gabriele Moser, Sebastiano Bruno Serpico |
| 2005 | IGARSS | Generalized minimum-error thresholding for unsupervised change detection from SAR amplitude imagery. | Gabriele Moser, Sebastiano B. Serpico |
| 2005 | IGARSS | MRF model parameter estimation for contextual supervised classification of remote-sensing images. | Gabriele Moser, Sebastiano B. Serpico, Federico Causa |
| 2004 | IGARSS | Finite mixture models and stochastic expectation-maximization for SAR amplitude probability density function estimation based on a dictionary of parametric families. | Gabriele Moser, Josiane Zerubia, Sebastiano B. Serpico |
| 2004 | IGARSS | Design of spectral channels for hyperspectral image classification. | Sebastiano B. Serpico, Massimo D'Inca, Gabriele Moser |
| 2003 | IGARSS | Partially supervised contextual classification of multitemporal remotely sensed images. | Michaela De Martino, Giorgia Macchiavello, Gabriele Moser, Sebastiano B. Serpico |
| 2002 | IGARSS | Partially supervised detection of changes from remote sensing images. | Gabriele Moser, Farid Melgani, Sebastiano Bruno Serpico, Alessandro Caruso |
| 2002 | IGARSS | Supervised classification of remote sensing images with unknown classes. | Alicia Guerrero-Curieses, Alessandro Biasiotto, Sebastiano Bruno Serpico, Gabriele Moser |