Gabriele Moser

170 papers B 6C 64Journal 64Unranked 35
YearRankTypeTitle / Venue / Authors
2026 J jnl
Hyperspectral Image Synthesis Through Blind Unmixing Dictionary and Deep Diffusion Models.
IEEE Geosci. Remote. Sens. Lett.
Martina Pastorino, Michael Alibani, Nicola Acito, Gabriele Moser
2026 J jnl
Probabilistic Graphical Models Meet Deep Learning for Semantic Segmentation: Mathematical connections and recent developments.
IEEE Signal Process. Mag.
Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2025 J jnl
A Gaussian Process Regression Method to Nowcast Cloud-to-Ground Lightning From Remote Sensing and Numerical Weather Modeling Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alice La Fata, Gabriele Moser, Renato Procopio, Marina Bernardi, Elisabetta Fiori
2025 — conf
A Hierarchical Nonparametric Learning Approach to Estimate the Origin-Destination Matrix Using Volunteered Geographic Information and Population Statistics.
MT-ITS
Pourya Aghayan, Hoda Ghaffari, Abdul Basit, Gabriele Moser, Nicola Sacco
2025 — conf
CFC-MCRF: Multiresolution Fusion and Segmentation of Hyperspectral and Panchromatic Remote Sensing Images with Deep Learning and CRFs.
EUSIPCO
Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2025 — conf
Deep Diffusion Models and Unsupervised Hyperspectral Unmixing for Realistic Abundance Map Synthesis.
CVPR Workshops
Martina Pastorino, Michael Alibani, Nicola Acito, Gabriele Moser
2025 J jnl
Deep Diffusion Models and Unsupervised Hyperspectral Unmixing for Realistic Abundance Map Synthesis.
CoRR
Martina Pastorino, Michael Alibani, Nicola Acito, Gabriele Moser
2025 — conf
Deep Learning for Reconstructing Hyperspectral VNIR-SWIR Data from Multispectral Sources.
EUSIPCO
Michael Alibani, Martina Pastorino, Gabriele Moser, Nicola Acito
2025 J jnl
Investigating the Potential of Deep Learning Approaches in the Reconstruction of VNIR-SWIR Hyperspectral Data From Multispectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Michael Alibani, Martina Pastorino, Gabriele Moser, Nicola Acito
2025 — conf
Joint Deep Missing Value Imputation and Clustering of Satellite Image Time Series.
EUSIPCO
Priscilla Indira Osa, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2025 J jnl
Manifold Learning and Deep Generative Networks for Heterogeneous Change Detection From Hyperspectral and Synthetic Aperture Radar Images.
IEEE Geosci. Remote. Sens. Lett.
Ignacio Masari, Gabriele Moser, Sebastiano B. Serpico
2025 — conf
Multiresolution Fusion and Classification of Hyperspectral and Panchromatic Remote Sensing Images.
WACV (Workshops)
Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2024 C conf
A Deep Learning Architecture for Unsupervised Feature Extraction from Multimission SAR Time Series.
IGARSS
Ignacio Masari, Luca Maggiolo, Gabriele Moser, Sebastiano B. Serpico
2024 C conf
A Multiresolution Fusion Framework based on Probabilistic Graphical Modeling for Burnt Zones Mapping from Satellite and UAV Imagery.
IGARSS
Martina Pastorino, Gabriele Moser, Fabien Guerra, Sebastiano B. Serpico, Josiane Zerubia
2024 J jnl
CRFNet: A Deep Convolutional Network to Learn the Potentials of a CRF for the Semantic Segmentation of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2024 J jnl
Code-Aligned Autoencoders for Unsupervised Change Detection in Multimodal Remote Sensing Images.
IEEE Trans. Neural Networks Learn. Syst.
Luigi Tommaso Luppino, Mads A. Hansen, Michael Kampffmeyer, Filippo Maria Bianchi, Gabriele Moser, Robert Jenssen, Stian Normann Anfinsen
2024 J jnl
Multimission, Multifrequency, and Multiresolution SAR Image Classification Through Hierarchical Markov Models and Convolutional Networks.
IEEE Geosci. Remote. Sens. Lett.
Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2024 — conf
Probabilistic Fusion Framework Combining CNNs and Graphical Models for Multiresolution Satellite and UAV Image Classification.
ICPR (2)
Martina Pastorino, Gabriele Moser, Fabien Guerra, Sebastiano B. Serpico, Josiane Zerubia
2024 C conf
Remote Sensing Contributions to Water-Related Risk Management within "Return", the Italian National Program on Environmental Risks in the Next Generation EU Framework.
IGARSS
Roozbeh Rajabi, Giovanni Besio, Giorgio Boni, Arianna Cauteruccio, Edoardo Cremonese, Ilaria Gnecco, Gabriele Moser, Sebastiano B. Serpico, Luca Trotter
2023 J jnl
A goal-driven unsupervised image segmentation method combining graph-based processing and Markov random fields.
Pattern Recognit.
Marco Trombini, David Solarna, Gabriele Moser, Silvana G. Dellepiane
2023 C conf
Classification of Multimission SAR Images Based on Probabilistic Graphical Models and Convolutional Neural Networks.
IGARSS
Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2023 C conf
Contextual Classification of Polarimetric Sar Data Through a Complex-Valued Kernel and Global Energy Minimization.
IGARSS
Ignacio Masari, Gabriele Moser, Sebastiano B. Serpico
2023 C conf
Heterogeneous Change Detection With Hyperspectral Prisma Data And Sar Cosmo-Skymed Imagery.
IGARSS
Ignacio Masari, Gabriele Moser, Sebastiano B. Serpico
2023 — conf
Learning CRF potentials through fully convolutional networks for satellite image semantic segmentation.
SITIS
Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2023 C conf
Prediction of Cloud-to-Ground Lightning Through Gaussian Process Regression with Satellite Thermal Infrared Imagery and Numerical Weather Prediction Modeling Data.
IGARSS
Alice La Fata, Lorenzo Farina, Marina Bernardi, Gabriele Moser, Renato Procopio, Elisabetta Fiori
2022 C conf
A CNN-Transformer Knowledge Distillation for Remote Sensing Scene Classification.
IGARSS
Mostaan Nabi, Luca Maggiolo, Gabriele Moser, Sebastiano B. Serpico
2022 J jnl
A Semisupervised CRF Model for CNN-Based Semantic Segmentation With Sparse Ground Truth.
IEEE Trans. Geosci. Remote. Sens.
Luca Maggiolo, Diego Marcos, Gabriele Moser, Sebastiano B. Serpico, Devis Tuia
2022 C conf
A Tiling-Based Strategy for Large-Scale Multisensor Optical-Sar Image Registration.
IGARSS
David Solarna, Luca Maggiolo, Gabriele Moser, Sebastiano B. Serpico
2022 J jnl
Deep Image Translation With an Affinity-Based Change Prior for Unsupervised Multimodal Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Luigi Tommaso Luppino, Michael Kampffmeyer, Filippo Maria Bianchi, Gabriele Moser, Sebastiano Bruno Serpico, Robert Jenssen, Stian Normann Anfinsen
2022 B conf
Fully Convolutional and Feedforward Networks for The Semantic Segmentation of Remotely Sensed Images.
ICIP
Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2022 — conf
Graph-Based Segmentation and Markov Random Field for Covid-19 Infection in Lung CT Volumes.
SYSINT
Giulia Iaconi, Federica Ferraro, Marco Balletto, David Solarna, Marco Trombini, Gabriele Moser, Silvana G. Dellepiane
2022 J jnl
Multimodal Fusion of Mobility Demand Data and Remote Sensing Imagery for Urban Land-Use and Land-Cover Mapping.
Remote. Sens.
Martina Pastorino, Federico Gallo, Angela Di Febbraro, Gabriele Moser, Nicola Sacco, Sebastiano B. Serpico
2022 C conf
Optical-SAR Decision Fusion with Markov Random Fields for High-Resolution Large-Scale Land Cover Mapping.
IGARSS
Luca Maggiolo, David Solarna, Gabriele Moser, Sebastiano B. Serpico
2022 J jnl
Registration of Multisensor Images through a Conditional Generative Adversarial Network and a Correlation-Type Similarity Measure.
Remote. Sens.
Luca Maggiolo, David Solarna, Gabriele Moser, Sebastiano Bruno Serpico
2022 J jnl
Semantic Segmentation of Remote-Sensing Images Through Fully Convolutional Neural Networks and Hierarchical Probabilistic Graphical Models.
IEEE Trans. Geosci. Remote. Sens.
Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2022 C conf
Semantic Segmentation of SAR Images Through Fully Convolutional Networks and Hierarchical Probabilistic Graphical Models.
IGARSS
Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2021 C conf
Experimental Comparison of Registration Methods for Multisensor Sar-Optical Data.
IGARSS
Béatrice Pinel-Puysségur, Luca Maggiolo, Michel Roux, Nicolas Gasnier, David Solarna, Gabriele Moser, Sebastiano B. Serpico, Florence Tupin
2021 — conf
Hierarchical Probabilistic Graphical Models and Deep Convolutional Neural Networks for Remote Sensing Image Classification.
EUSIPCO
Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2021 J jnl
Monitoring the Recovery after 2016 Hurricane Matthew in Haiti via Markovian Multitemporal Region-Based Modeling.
Remote. Sens.
Andrea De Giorgi, David Solarna, Gabriele Moser, Deodato Tapete, Francesca Cigna, Giorgio Boni, Roberto Rudari, Sebastiano Bruno Serpico, Anna Rita Pisani, Antonio Montuori, Simona Zoffoli
2021 J jnl
Multisensor and Multiresolution Remote Sensing Image Classification through a Causal Hierarchical Markov Framework and Decision Tree Ensembles.
Remote. Sens.
Martina Pastorino, Alessandro Montaldo, Luca Fronda, Ihsen Hedhli, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2021 C conf
Road Extraction and Road Width Estimation Via Fusion of Aerial Optical Imagery, Geospatial Data, and Street-Level Images.
IGARSS
Andrea Grillo, Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico
2021 C conf
Semantic Segmentation of Remote Sensing Images Combining Hierarchical Probabilistic Graphical Models and Deep Convolutional Neural Networks.
IGARSS
Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2021 — conf
Traffic Zones Discretization and Origin-Destination Matrix Estimation by means of Transport Demand and Satellite Data Fusion.
ITSC
Tommaso Prosperi, Gabriele Moser, Nicola Sacco, Francesco Rebora
2020 C conf
Automatic Area-Based Registration of Optical and SAR Images Through Generative Adversarial Networks and a Correlation-Type Metric.
IGARSS
Luca Maggiolo, David Solarna, Gabriele Moser, Sebastiano B. Serpico
2020 C conf
Change Detection with Heterogeneous Remote Sensing Data: From Semi-Parametric Regression to Deep Learning.
IGARSS
Gabriele Moser, Stian Normann Anfinsen, Luigi Tommaso Luppino, Sebastiano B. Serpico
2020 J jnl
Code-Aligned Autoencoders for Unsupervised Change Detection in Multimodal Remote Sensing Images.
CoRR
Luigi Tommaso Luppino, Mads A. Hansen, Michael Kampffmeyer, Filippo Maria Bianchi, Gabriele Moser, Robert Jenssen, Stian Normann Anfinsen
2020 J jnl
Crater Detection and Registration of Planetary Images Through Marked Point Processes, Multiscale Decomposition, and Region-Based Analysis.
IEEE Trans. Geosci. Remote. Sens.
David Solarna, Alberto Gotelli, Jacqueline Le Moigne, Gabriele Moser, Sebastiano B. Serpico
2020 J jnl
Deep Image Translation with an Affinity-Based Change Prior for Unsupervised Multimodal Change Detection.
CoRR
Luigi Tommaso Luppino, Michael Kampffmeyer, Filippo Maria Bianchi, Gabriele Moser, Sebastiano Bruno Serpico, Robert Jenssen, Stian Normann Anfinsen
2020 C conf
Heterogeneous Change Detection with Self-Supervised Deep Canonically Correlated Autoencoders.
IGARSS
Federico Figari Tomenotti, Luigi Tommaso Luppino, Mads A. Hansen, Gabriele Moser, Stian Normann Anfinsen
2020 C conf
Urban Land-Use and Land-Cover Mapping Based on the Classification of Transport Demand and Remote Sensing Data.
IGARSS
Chiara Tacconi, Maria Pia Tuscano, Gabriele Moser, Nicola Sacco
2019 B conf
Causal Markov Mesh Hierarchical Modeling for the Contextual Classification of Multiresolution Satellite Images.
ICIP
Alessandro Montaldo, Luca Fronda, Ihsen Hedhli, Gabriele Moser, Sebastiano Bruno Serpico, Josiane Zerubia
2019 — conf
DCNN for Tactile Sensory Data Classification based on Transfer Learning.
PRIME
Mohamad Alameh, Ali Ibrahim, Maurizio Valle, Gabriele Moser
2019 C conf
Joint Classification of Multiresolution and Multisensor Data Using a Multiscale Markov Mesh Model.
IGARSS
Alessandro Montaldo, Luca Fronda, Ihsen Hedhli, Gabriele Moser, Josiane Zerubia, Sebastiano B. Serpico
2019 C conf
Multiresolution and Multimodality Sar Data Fusion Based on Markov and Conditional Random Fields for Unsupervised Change Detection.
IGARSS
David Solarna, Gabriele Moser, Sebastiano B. Serpico
2019 C conf
Recovery Monitoring in Haiti After Hurricane Matthew Through Markov Random Fields and A Region-Based Approach.
IGARSS
Andrea De Giorgi, Gabriele Moser, Giorgio Boni, Anna Rita Pisani, Deodato Tapete, Simona Zoffoli, Sebastiano B. Serpico
2019 J jnl
Unsupervised Image Regression for Heterogeneous Change Detection.
CoRR
Luigi Tommaso Luppino, Filippo Maria Bianchi, Gabriele Moser, Stian Normann Anfinsen
2019 J jnl
Unsupervised Image Regression for Heterogeneous Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Luigi Tommaso Luppino, Filippo Maria Bianchi, Gabriele Moser, Stian Normann Anfinsen
2018 J jnl
A Markovian Approach to Unsupervised Change Detection with Multiresolution and Multimodality SAR Data.
Remote. Sens.
David Solarna, Gabriele Moser, Sebastiano B. Serpico
2018 J jnl
Decision Fusion With Multiple Spatial Supports by Conditional Random Fields.
IEEE Trans. Geosci. Remote. Sens.
Devis Tuia, Michele Volpi, Gabriele Moser
2018 J jnl
Decision fusion with multiple spatial supports by conditional random fields.
CoRR
Devis Tuia, Michele Volpi, Gabriele Moser
2018 C conf
Improving Maps from CNNs Trained with Sparse, Scribbled Ground Truths Using Fully Connected CRFs.
IGARSS
Luca Maggiolo, Diego Marcos, Gabriele Moser, Devis Tuia
2018 J jnl
Open Data for Global Multimodal Land Use Classification: Outcome of the 2017 IEEE GRSS Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Naoto Yokoya, Pedram Ghamisi, Junshi Xia, Sergey Sukhanov, Roel Heremans, Ivan Tankoyeu, Benjamin Bechtel, Bertrand Le Saux, Gabriele Moser, Devis Tuia
2018 — conf
Remote Sensing Image Regression for Heterogeneous Change Detection.
MLSP
Luigi Tommaso Luppino, Filippo Maria Bianchi, Gabriele Moser, Stian Normann Anfinsen
2018 J jnl
Remote sensing image regression for heterogeneous change detection.
CoRR
Luigi Tommaso Luppino, Filippo Maria Bianchi, Gabriele Moser, Stian Normann Anfinsen
2018 C conf
Very High Resolution Optical Image Classification Using Watershed Segmentation and a Region-Based Kernel.
IGARSS
Andrea De Giorgi, Gabriele Moser, Giovanni Poggi, Giuseppe Scarpa, Sebastiano B. Serpico
2017 — conf
A Clustering Approach to Heterogeneous Change Detection.
SCIA (2)
Luigi Tommaso Luppino, Stian Normann Anfinsen, Gabriele Moser, Robert Jenssen, Filippo Maria Bianchi, Sebastiano B. Serpico, Grégoire Mercier
2017 J jnl
A clustering approach to heterogeneous change detection.
CoRR
Luigi Tommaso Luppino, Stian Normann Anfinsen, Gabriele Moser, Robert Jenssen, Filippo Maria Bianchi, Sebastiano B. Serpico, Grégoire Mercier
2017 J jnl
Classification of Multisensor and Multiresolution Remote Sensing Images Through Hierarchical Markov Random Fields.
IEEE Geosci. Remote. Sens. Lett.
Ihsen Hedhli, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2017 — conf
Land use modeling in North Rhine-Westphalia with interaction and scaling laws.
JURSE
Devis Tuia, Gabriele Moser, Michael Wurm, Hannes Taubenböck
2017 — conf
Monitoring of green, open and sealed urban space.
JURSE
Katerina Jupova, T. Bartalos, Tomás Soukup, Gabriele Moser, Sebastiano B. Serpico, Vladimir A. Krylov, Michaela De Martino, N. Manzke, N. Rochard
2017 — conf
Multi-resolution classification of urban areas using hierarchical symmetric Markov mesh models.
JURSE
Ihsen Hedhli, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2017 J jnl
Multitemporal Very High Resolution From Space: Outcome of the 2016 IEEE GRSS Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lichao Mou, Xiaoxiang Zhu, Maria Vakalopoulou, Konstantinos Karantzalos, Nikos Paragios, Bertrand Le Saux, Gabriele Moser, Devis Tuia
2017 J jnl
Natural Disaster Monitoring: Multi-Source Image Analysis with Hierarchical Markov Models.
ERCIM News
Josiane Zerubia, Sebastiano B. Serpico, Gabriele Moser
2017 C conf
Planetary crater detection and registration using marked point processes, graph cut algorithms, and wavelet transforms.
IGARSS
Alberto Gotelli, Jacqueline Le Moigne, Gabriele Moser, Sebastiano B. Serpico
2017 C conf
Planetary crater detection and registration using marked point processes, multiple birth and death algorithms, and region-based analysis.
IGARSS
David Solarna, Gabriele Moser, Jacqueline Le Moigne, Sebastiano B. Serpico
2017 C conf
Robust change detection from COSMO-SkyMed and RADARSAT-2 multitemporal images.
IGARSS
Andrea Garzelli, Gabriele Moser, Sebastiano B. Serpico
2017 C conf
The IEEE GRSS data and algorithm standard evaluation (DASE) website: Incrementally building a standardized assessment for algorithm performance.
IGARSS
Fabio Dell'Acqua, Gianni Cristian Iannelli, John P. Kerekes, Gabriele Moser, Leland E. Pierce, Emanuele Goldoni
2016 J jnl
A New Cascade Model for the Hierarchical Joint Classification of Multitemporal and Multiresolution Remote Sensing Data.
IEEE Trans. Geosci. Remote. Sens.
Ihsen Hedhli, Gabriele Moser, Josiane Zerubia, Sebastiano Bruno Serpico
2016 B conf
Contextual multi-scale image classification on quadtree.
ICIP
Ihsen Hedhli, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2016 J jnl
False Discovery Rate Approach to Unsupervised Image Change Detection.
IEEE Trans. Image Process.
Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2016 J jnl
Fault Diagnosis Strategies for SOFC-Based Power Generation Plants.
Sensors
Paola Costamagna, Andrea De Giorgi, Alberto Gotelli, Loredana Magistri, Gabriele Moser, Emanuele Sciaccaluga, Andrea Trucco
2016 C conf
Getting pixels and regions to agree with conditional random fields.
IGARSS
Devis Tuia, Michele Volpi, Gabriele Moser
2016 — ch.
Kernel-based Learning for Fault Detection and identification in fuel cell Systems.
Handbook of Pattern Recognition and Computer Vision
Gabriele Moser, Paola Costamagna, Andrea De Giorgi, Lissy Pellaco, Andrea Trucco, Sebastiano B. Serpico
2016 C conf
Large urban zone classification on SPOT-5 imagery with convolutional neural networks.
IGARSS
Vladimir A. Krylov, Michaela De Martino, Gabriele Moser, Sebastiano B. Serpico
2016 J jnl
Multiresolution Supervised Classification of Panchromatic and Multispectral Images by Markov Random Fields and Graph Cuts.
IEEE Trans. Geosci. Remote. Sens.
Gabriele Moser, Andrea De Giorgi, Sebastiano Bruno Serpico
2016 J jnl
Polarimetric SAR Change Detection With the Complex Hotelling-Lawley Trace Statistic.
IEEE Trans. Geosci. Remote. Sens.
Vahid Akbari, Stian Normann Anfinsen, Anthony P. Doulgeris, Torbjørn Eltoft, Gabriele Moser, Sebastiano B. Serpico
2016 J jnl
Processing of Extremely High Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contest - Part B: 3-D Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Anh-Vu Vo, Linh Truong-Hong, Debra F. Laefer, Dirk Tiede, Sebastian d'Oleire-Oltmanns, Andrea Baraldi, Michal Shimoni, Gabriele Moser, Devis Tuia
2016 J jnl
Processing of Extremely High-Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contest-Part A: 2-D Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Manuel Campos-Taberner, Adriana Romero-Soriano, Carlo Gatta, Gustau Camps-Valls, Adrien Lagrange, Bertrand Le Saux, Anne Beaupère, Alexandre Boulch, Adrien Chan-Hon-Tong, Stéphane Herbin, Hicham Randrianarivo, Marin Ferecatu, Michal Shimoni, Gabriele Moser, Devis Tuia
2016 C conf
Supervised classification of thermal infrared hyperspectral images through Bayesian, Markovian, and region-based approaches.
IGARSS
Francesco Barisione, David Solarna, Andrea De Giorgi, Gabriele Moser, Sebastiano B. Serpico
2016 C conf
Unsupervised change detection on synthetic aperture radar images with generalized gamma distribution.
IGARSS
Fabrizio Crismer, Gabriele Moser, Vladimir A. Krylov, Sebastiano B. Serpico
2015 C conf
An active learning heuristic using spectral and spatial information for MRF-based classification.
IGARSS
Bo Hu, Gabriele Moser, Sebastiano B. Serpico, Peijun Li
2015 — conf
Classification of urban structural types with multisource data and structured models.
JURSE
Arnaud Poncet Montanges, Gabriele Moser, Hannes Taubenböck, Michael Wurm, Devis Tuia
2015 J jnl
Estimation of Air Surface Temperature From Remote Sensing Images and Pixelwise Modeling of the Estimation Uncertainty Through Support Vector Machines.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Gabriele Moser, Michaela De Martino, Sebastiano B. Serpico
2015 J jnl
Multimodal Classification of Remote Sensing Images: A Review and Future Directions.
Proc. IEEE
Luis Gómez-Chova, Devis Tuia, Gabriele Moser, Gustau Camps-Valls
2015 C conf
New cascade model for hierarchical joint classification of multisensor and multiresolution remote sensing data.
IGARSS
Ihsen Hedhli, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2015 — conf
New hierarchical joint classification method for SAR-optical multiresolution remote sensing data.
EUSIPCO
Ihsen Hedhli, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2015 C conf
Parameter optimization for Markov random field models for remote sensing image classification through sequential minimal optimization.
IGARSS
Andrea De Giorgi, Gabriele Moser, Sebastiano B. Serpico
2015 J jnl
Processing of Multiresolution Thermal Hyperspectral and Digital Color Data: Outcome of the 2014 IEEE GRSS Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wenzhi Liao, Xin Huang, Frieke Van Coillie, Sidharta Gautama, Aleksandra Pizurica, Wilfried Philips, Hui Liu, Tingting Zhu, Michal Shimoni, Gabriele Moser, Devis Tuia
2015 — conf
The URBIS project: Vacant urban area classification and detection of changes.
JURSE
Gabriele Moser, Vladimir A. Krylov, Michaela De Martino, Sebastiano B. Serpico
2014 C conf
Air surface temperature estimation from satellite thermal infrared time series and pixelwise modeling of the estimation uncertainty through support vector machines.
IGARSS
Gabriele Moser, Michaela De Martino, Sebastiano B. Serpico
2014 C conf
An automated flood detection framework for very high spatial resolution imagery.
IGARSS
Andrea Scarsi, William J. Emery, Gabriele Moser, Fabio Pacifici, Sebastiano Bruno Serpico
2014 C conf
Contextual remote-sensing image classification through support vector machines, Markov random fields and graph cuts.
IGARSS
Andrea De Giorgi, Gabriele Moser, Sebastiano Bruno Serpico
2014 C conf
Fusion of multitemporal and multiresolution remote sensing data and application to natural disasters.
IGARSS
Ihsen Hedhli, Gabriele Moser, Josiane Zerubia, Sebastiano Bruno Serpico
2014 C conf
Kernel-based classification in complex-valued feature spaces for polarimetric SAR data.
IGARSS
Gabriele Moser, Sebastiano Bruno Serpico
2014 B conf
New cascade model for hierarchical joint classification of multitemporal, multiresolution and multisensor remote sensing data.
ICIP
Ihsen Hedhli, Gabriele Moser, Josiane Zerubia, Sebastiano B. Serpico
2014 J jnl
Supervised Classification of Multisensor and Multiresolution Remote Sensing Images With a Hierarchical Copula-Based Approach.
IEEE Trans. Geosci. Remote. Sens.
Aurélie Voisin, Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2014 C conf
The SEAGOSS project: Monitoring coastal seawater in Italy by remote sensing data.
IGARSS
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 J jnl
A Textural-Contextual Model for Unsupervised Segmentation of Multipolarization Synthetic Aperture Radar Images.
IEEE Trans. Geosci. Remote. Sens.
Vahid Akbari, Anthony Paul Doulgeris, Gabriele Moser, Torbjørn Eltoft, Stian Normann Anfinsen, Sebastiano B. Serpico
2013 C conf
A multiscale contextual approach to change detection in multisensor VHR remote sensing images.
IGARSS
Gabriele Moser, Michaela De Martino, Sebastiano B. Serpico
2013 J jnl
Classification of Very High Resolution SAR Images of Urban Areas Using Copulas and Texture in a Hierarchical Markov Random Field Model.
IEEE Geosci. Remote. Sens. Lett.
Aurélie Voisin, Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2013 J jnl
Combining Support Vector Machines and Markov Random Fields in an Integrated Framework for Contextual Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Gabriele Moser, Sebastiano B. Serpico
2013 B conf
False discovery rate approach to image change detection.
ICIP
Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2013 J jnl
Land-Cover Mapping by Markov Modeling of Spatial-Contextual Information in Very-High-Resolution Remote Sensing Images.
Proc. IEEE
Gabriele Moser, Sebastiano B. Serpico, Jón Atli Benediktsson
2013 J jnl
Mapping natural and urban environments using airborne multi-sensor ADS40-MIVIS-LiDAR synergies.
Int. J. Appl. Earth Obs. Geoinformation
Giovanni Forzieri, Luca Tanteri, Gabriele Moser, Filippo Catani
2013 C conf
Multiresolution SAR data fusion for unsupervised change detection.
IGARSS
Gabriele Moser, Sebastiano B. Serpico, Gianni Vernazza
2013 J jnl
On the Method of Logarithmic Cumulants for Parametric Probability Density Function Estimation.
IEEE Trans. Image Process.
Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2012 J jnl
Automatic Extraction of Ellipsoidal Features for Planetary Image Registration.
IEEE Geosci. Remote. Sens. Lett.
Giulia Troglio, Jacqueline Le Moigne, Jón Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico
2012 B conf
Change detection with synthetic aperture radar images by Wilcoxon statistic likelihood ratio test.
ICIP
Vladimir A. Krylov, Gabriele Moser, Aurélie Voisin, Sebastiano B. Serpico, Josiane Zerubia
2012 — conf
Classification of multi-sensor remote sensing images using an adaptive hierarchical Markovian model.
EUSIPCO
Aurélie Voisin, Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2012 C conf
Development and validation of multitemporal image analysis methodologies for multirisk monitoring of critical structures and infrastructures.
IGARSS
Sebastiano B. Serpico, Lorenzo Bruzzone, Giovanni Corsini, William J. Emery, Paolo Gamba, Andrea Garzelli, Grégoire 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, Aurélie Voisin, Claudia Zoppetti
2012 — conf
Extracting information from remote sensing data for applications to flood monitoring and damage evaluation.
TyWRRS
Sebastiano B. Serpico, Silvana G. Dellepiane, Gabriele Moser, Elena Angiati, Giorgio Boni, Roberto Rudari, Laura Candela
2012 J jnl
Information Extraction From Remote Sensing Images for Flood Monitoring and Damage Evaluation.
Proc. IEEE
Sebastiano B. Serpico, Silvana G. Dellepiane, Giorgio Boni, Gabriele Moser, Elena Angiati, Roberto Rudari
2012 — conf
Markov random field models for supervised land cover classification from very high resolution multispectral remote sensing images.
TyWRRS
Gabriele Moser, Sebastiano B. Serpico, Jón Atli Benediktsson
2012 — conf
Multichannel hierarchical image classification using multivariate copulas.
Computational Imaging
Aurélie Voisin, Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2012 C conf
Unsupervised change detection with high-resolution SAR images by edge-preserving Markov random fields and graph-cuts.
IGARSS
Gabriele Moser, Sebastiano B. Serpico
2011 C conf
A K-Wishart Markov random field model for clustering of polarimetric SAR imagery.
IGARSS
Vahid Akbari, Gabriele Moser, Anthony Paul Doulgeris, Stian Normann Anfinsen, Torbjørn Eltoft, Sebastiano B. Serpico
2011 C conf
Contextual high-resolution image classification by Markovian data fusion, adaptive texture extraction, and multiscale segmentation.
IGARSS
Gabriele Moser, Sebastiano B. Serpico
2011 J jnl
Enhanced Dictionary-Based SAR Amplitude Distribution Estimation and Its Validation With Very High-Resolution Data.
IEEE Geosci. Remote. Sens. Lett.
Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2011 — conf
Joint classification of panchromatic and multispectral images by multiresolution fusion through Markov random fields and graph cuts.
DSP
Gabriele Moser, Sebastiano B. Serpico
2011 J jnl
Multiscale Unsupervised Change Detection on Optical Images by Markov Random Fields and Wavelets.
IEEE Geosci. Remote. Sens. Lett.
Gabriele Moser, Elena Angiati, Sebastiano B. Serpico
2011 C conf
Multitemporal region-based classification of high-resolution images by Markov random fields and multiscale segmentation.
IGARSS
Gabriele Moser, Sebastiano B. Serpico
2011 J jnl
Supervised High-Resolution Dual-Polarization SAR Image Classification by Finite Mixtures and Copulas.
IEEE J. Sel. Top. Signal Process.
Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2010 — conf
A Markovian generalization of support vector machines for contextual supervised classification of hyperspectral images.
WHISPERS
Gabriele Moser, Sebastiano B. Serpico
2010 C conf
Assimilation of SVM-based estimates of land surface temperature for the retrieval of surface energy balance components.
IGARSS
Giorgio Boni, Federica Martina, Gabriele Moser, Sebastiano B. Serpico
2010 C conf
Contextual remote-sensing image classification by support vector machines and Markov random fields.
IGARSS
Gabriele Moser, Sebastiano B. Serpico
2010 C conf
Crater detection based on marked point processes.
IGARSS
Giulia Troglio, Jón Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico
2010 — conf
High resolution SAR-image classification by Markov random fields and finite mixtures.
Computational Imaging
Gabriele Moser, Vladimir A. Krylov, Sebastiano B. Serpico, Josiane Zerubia
2010 — conf
Unsupervised Change-Detection in Retinal Images by a Multiple-Classifier Approach.
MCS
Giulia Troglio, Marina Alberti, Jón Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, Einar Stefánsson
2010 C conf
Unsupervised change detection with very high-resolution SAR images by multiscale analysis and Markov random fields.
IGARSS
Gabriele Moser, Sebastiano B. Serpico
2009 C conf
A Contextual Multiscale Unsupervised Method for Change Detection with Multitemporal Remote-Sensing Images.
ISDA
Gabriele Moser, Elena Angiati, Sebastiano B. Serpico
2009 — conf
An A-contrario Approach for Unsupervised Change Detection in Radar Images.
IGARSS (4)
Amandine Robin, Grégoire Mercier, Gabriele Moser, Sebastiano B. Serpico
2009 J jnl
Automatic Parameter Optimization for Support Vector Regression for Land and Sea Surface Temperature Estimation From Remote Sensing Data.
IEEE Trans. Geosci. Remote. Sens.
Gabriele Moser, Sebastiano B. Serpico
2009 — conf
Automatic Unsupervised Classification of Snow-covered Areas by Decision-tree Classification and Minimum-error Thresholding.
IGARSS (2)
Giorgia Macchiavello, Gabriele Moser, Giorgio Boni, Sebastiano B. Serpico
2009 — conf
Dictionary-based probability density function estimation for high-resolution SAR data.
Computational Imaging
Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
2009 — conf
Edge-preserving Classification of High-resolution Remote-sensing Images by Markovian Data Fusion.
IGARSS (4)
Gabriele Moser, Sebastiano B. Serpico
2009 J jnl
Modeling the Error Statistics in Support Vector Regression of Surface Temperature From Infrared Data.
IEEE Geosci. Remote. Sens. Lett.
Gabriele Moser, Sebastiano B. Serpico
2009 J jnl
Unsupervised Change Detection From Multichannel SAR Data by Markovian Data Fusion.
IEEE Trans. Geosci. Remote. Sens.
Gabriele Moser, Sebastiano B. Serpico
2008 — conf
Classification of High-Resolution Images Based on MRF Fusion and Multiscale Segmentation.
IGARSS (2)
Gabriele Moser, Sebastiano B. Serpico
2008 J jnl
Conditional Copulas for Change Detection in Heterogeneous Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Grégoire Mercier, Gabriele Moser, Sebastiano B. Serpico
2008 — conf
Modelling the Error Statistics in Support Vector Regression of Surface Temperature from Infrared Data.
IGARSS (3)
Gabriele Moser, Sebastiano B. Serpico
2008 — conf
Region-Based Classification of Multisensor Optical-SAR Images.
IGARSS (4)
Raffaele Gaetano, Gabriele Moser, Giovanni Poggi, Giuseppe Scarpa, Sebastiano B. Serpico
2007 C conf
Conditional copula for change detection on heterogeneous SAR data.
IGARSS
Grégoire Mercier, Gabriele Moser, Sebastiano B. Serpico
2007 J jnl
Extraction of Spectral Channels From Hyperspectral Images for Classification Purposes.
IEEE Trans. Geosci. Remote. Sens.
Sebastiano B. Serpico, Gabriele Moser
2007 C conf
Multitemporal change detection by spectral and multivariate texture information.
IGARSS
Peijun Li, Tao Cheng, Gabriele Moser, Sebastiano B. Serpico, Defeng Ma
2007 J jnl
Unsupervised Change Detection From Multichannel SAR Images.
IEEE Geosci. Remote. Sens. Lett.
Gabriele Moser, Sebastiano B. Serpico, Gianni Vernazza
2007 C conf
Unsupervised change detection by multichannel SAR data fusion.
IGARSS
Gabriele Moser, Sebastiano B. Serpico
2006 C conf
A Spatio-spectral Data Fusion Method for the Detection of Urban Areas in optical High Resolution Images by a Novel MRF Model.
IGARSS
Federico Causa, Gabriele Moser, Sebastiano Bruno Serpico
2006 J jnl
Dictionary-based stochastic expectation-maximization for SAR amplitude probability density function estimation.
IEEE Trans. Geosci. Remote. Sens.
Gabriele Moser, Josiane Zerubia, Sebastiano B. Serpico
2006 J jnl
Generalized minimum-error thresholding for unsupervised change detection from SAR amplitude imagery.
IEEE Trans. Geosci. Remote. Sens.
Gabriele Moser, Sebastiano B. Serpico
2006 C conf
Land Surface Temperature Estimation from Passive Satellite Images using Support Vector Machines.
IGARSS
Sebastiano B. Serpico, Michaela De Martino, Gabriele Moser, Maciel Zortea
2006 J jnl
SAR amplitude probability density function estimation based on a generalized Gaussian model.
IEEE Trans. Image Process.
Gabriele Moser, Josiane Zerubia, Sebastiano B. Serpico
2006 J jnl
Weight Parameter Optimization by the Ho-Kashyap Algorithm in MRF Models for Supervised Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Sebastiano B. Serpico, Gabriele Moser
2005 C conf
Generalized minimum-error thresholding for unsupervised change detection from SAR amplitude imagery.
IGARSS
Gabriele Moser, Sebastiano B. Serpico
2005 C conf
MRF model parameter estimation for contextual supervised classification of remote-sensing images.
IGARSS
Gabriele Moser, Sebastiano B. Serpico, Federico Causa
2005 J jnl
Partially Supervised classification of remote sensing images through SVM-based probability density estimation.
IEEE Trans. Geosci. Remote. Sens.
Paolo Mantero, Gabriele Moser, Sebastiano B. Serpico
2004 C conf
Design of spectral channels for hyperspectral image classification.
IGARSS
Sebastiano B. Serpico, Massimo D'Inca, Gabriele Moser
2004 C conf
Finite mixture models and stochastic expectation-maximization for SAR amplitude probability density function estimation based on a dictionary of parametric families.
IGARSS
Gabriele Moser, Josiane Zerubia, Sebastiano B. Serpico
2003 C conf
Partially supervised contextual classification of multitemporal remotely sensed images.
IGARSS
Michaela De Martino, Giorgia Macchiavello, Gabriele Moser, Sebastiano B. Serpico
2002 C conf
Partially supervised detection of changes from remote sensing images.
IGARSS
Gabriele Moser, Farid Melgani, Sebastiano Bruno Serpico, Alessandro Caruso
2002 C conf
Supervised classification of remote sensing images with unknown classes.
IGARSS
Alicia Guerrero-Curieses, Alessandro Biasiotto, Sebastiano Bruno Serpico, Gabriele Moser