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Gabriele Moser
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2020 – today
- 2024
- [j50]Martina Pastorino
, Gabriele Moser
, Sebastiano B. Serpico
, Josiane Zerubia
:
Multimission, Multifrequency, and Multiresolution SAR Image Classification Through Hierarchical Markov Models and Convolutional Networks. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j49]Luigi Tommaso Luppino
, Mads A. Hansen, Michael Kampffmeyer
, Filippo Maria Bianchi
, Gabriele Moser
, Robert Jenssen
, Stian Normann Anfinsen:
Code-Aligned Autoencoders for Unsupervised Change Detection in Multimodal Remote Sensing Images. IEEE Trans. Neural Networks Learn. Syst. 35(1): 60-72 (2024) - 2023
- [j48]Marco Trombini
, David Solarna, Gabriele Moser, Silvana G. Dellepiane
:
A goal-driven unsupervised image segmentation method combining graph-based processing and Markov random fields. Pattern Recognit. 134: 109082 (2023) - [c95]Martina Pastorino
, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia:
Classification of Multimission SAR Images Based on Probabilistic Graphical Models and Convolutional Neural Networks. IGARSS 2023: 1420-1423 - [c94]Ignacio Masari, Gabriele Moser, Sebastiano B. Serpico:
Heterogeneous Change Detection With Hyperspectral Prisma Data And Sar Cosmo-Skymed Imagery. IGARSS 2023: 1748-1751 - [c93]Alice La Fata, Lorenzo Farina, Marina Bernardi, Gabriele Moser, Renato Procopio, Elisabetta Fiori:
Prediction of Cloud-to-Ground Lightning Through Gaussian Process Regression with Satellite Thermal Infrared Imagery and Numerical Weather Prediction Modeling Data. IGARSS 2023: 2508-2511 - [c92]Ignacio Masari, Gabriele Moser, Sebastiano B. Serpico:
Contextual Classification of Polarimetric Sar Data Through a Complex-Valued Kernel and Global Energy Minimization. IGARSS 2023: 5954-5957 - [c91]Martina Pastorino
, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia:
Learning CRF potentials through fully convolutional networks for satellite image semantic segmentation. SITIS 2023: 93-98 - 2022
- [j47]Luca Maggiolo
, David Solarna
, Gabriele Moser
, Sebastiano Bruno Serpico
:
Registration of Multisensor Images through a Conditional Generative Adversarial Network and a Correlation-Type Similarity Measure. Remote. Sens. 14(12): 2811 (2022) - [j46]Martina Pastorino
, Federico Gallo
, Angela Di Febbraro
, Gabriele Moser
, Nicola Sacco
, Sebastiano B. Serpico:
Multimodal Fusion of Mobility Demand Data and Remote Sensing Imagery for Urban Land-Use and Land-Cover Mapping. Remote. Sens. 14(14): 3370 (2022) - [j45]Luigi Tommaso Luppino
, Michael Kampffmeyer
, Filippo Maria Bianchi
, Gabriele Moser
, Sebastiano Bruno Serpico, Robert Jenssen
, Stian Normann Anfinsen
:
Deep Image Translation With an Affinity-Based Change Prior for Unsupervised Multimodal Change Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-22 (2022) - [j44]Luca Maggiolo, Diego Marcos
, Gabriele Moser
, Sebastiano B. Serpico, Devis Tuia
:
A Semisupervised CRF Model for CNN-Based Semantic Segmentation With Sparse Ground Truth. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j43]Martina Pastorino
, Gabriele Moser
, Sebastiano B. Serpico, Josiane Zerubia
:
Semantic Segmentation of Remote-Sensing Images Through Fully Convolutional Neural Networks and Hierarchical Probabilistic Graphical Models. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [c90]Martina Pastorino
, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
:
Fully Convolutional and Feedforward Networks for The Semantic Segmentation of Remotely Sensed Images. ICIP 2022: 1876-1880 - [c89]David Solarna, Luca Maggiolo, Gabriele Moser, Sebastiano B. Serpico:
A Tiling-Based Strategy for Large-Scale Multisensor Optical-Sar Image Registration. IGARSS 2022: 127-130 - [c88]Mostaan Nabi, Luca Maggiolo, Gabriele Moser, Sebastiano B. Serpico:
A CNN-Transformer Knowledge Distillation for Remote Sensing Scene Classification. IGARSS 2022: 663-666 - [c87]Martina Pastorino
, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
:
Semantic Segmentation of SAR Images Through Fully Convolutional Networks and Hierarchical Probabilistic Graphical Models. IGARSS 2022: 1047-1050 - [c86]Luca Maggiolo, David Solarna, Gabriele Moser, Sebastiano B. Serpico:
Optical-SAR Decision Fusion with Markov Random Fields for High-Resolution Large-Scale Land Cover Mapping. IGARSS 2022: 5508-5511 - [c85]Giulia Iaconi
, Federica Ferraro
, Marco Balletto, David Solarna
, Marco Trombini
, Gabriele Moser
, Silvana G. Dellepiane
:
Graph-Based Segmentation and Markov Random Field for Covid-19 Infection in Lung CT Volumes. SYSINT 2022: 43-52 - 2021
- [j42]Martina Pastorino
, Alessandro Montaldo, Luca Fronda, Ihsen Hedhli, Gabriele Moser
, Sebastiano B. Serpico, Josiane Zerubia
:
Multisensor and Multiresolution Remote Sensing Image Classification through a Causal Hierarchical Markov Framework and Decision Tree Ensembles. Remote. Sens. 13(5): 849 (2021) - [j41]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
:
Monitoring the Recovery after 2016 Hurricane Matthew in Haiti via Markovian Multitemporal Region-Based Modeling. Remote. Sens. 13(17): 3509 (2021) - [c84]Martina Pastorino
, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
:
Hierarchical Probabilistic Graphical Models and Deep Convolutional Neural Networks for Remote Sensing Image Classification. EUSIPCO 2021: 1740-1744 - [c83]Andrea Grillo, Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico:
Road Extraction and Road Width Estimation Via Fusion of Aerial Optical Imagery, Geospatial Data, and Street-Level Images. IGARSS 2021: 2413-2416 - [c82]Béatrice Pinel-Puysségur, Luca Maggiolo, Michel Roux, Nicolas Gasnier, David Solarna, Gabriele Moser, Sebastiano B. Serpico, Florence Tupin:
Experimental Comparison of Registration Methods for Multisensor Sar-Optical Data. IGARSS 2021: 3022-3025 - [c81]Martina Pastorino
, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
:
Semantic Segmentation of Remote Sensing Images Combining Hierarchical Probabilistic Graphical Models and Deep Convolutional Neural Networks. IGARSS 2021: 8672-8675 - [c80]Tommaso Prosperi, Gabriele Moser, Nicola Sacco, Francesco Rebora:
Traffic Zones Discretization and Origin-Destination Matrix Estimation by means of Transport Demand and Satellite Data Fusion. ITSC 2021: 3217-3222 - 2020
- [j40]David Solarna
, Alberto Gotelli
, Jacqueline Le Moigne, Gabriele Moser
, Sebastiano B. Serpico:
Crater Detection and Registration of Planetary Images Through Marked Point Processes, Multiscale Decomposition, and Region-Based Analysis. IEEE Trans. Geosci. Remote. Sens. 58(9): 6039-6058 (2020) - [c79]Federico Figari Tomenotti
, Luigi Tommaso Luppino, Mads A. Hansen, Gabriele Moser, Stian Normann Anfinsen
:
Heterogeneous Change Detection with Self-Supervised Deep Canonically Correlated Autoencoders. IGARSS 2020: 680-683 - [c78]Luca Maggiolo, David Solarna, Gabriele Moser, Sebastiano B. Serpico:
Automatic Area-Based Registration of Optical and SAR Images Through Generative Adversarial Networks and a Correlation-Type Metric. IGARSS 2020: 2089-2092 - [c77]Gabriele Moser, Stian Normann Anfinsen
, Luigi Tommaso Luppino, Sebastiano B. Serpico:
Change Detection with Heterogeneous Remote Sensing Data: From Semi-Parametric Regression to Deep Learning. IGARSS 2020: 3892-3895 - [c76]Chiara Tacconi, Maria Pia Tuscano, Gabriele Moser, Nicola Sacco:
Urban Land-Use and Land-Cover Mapping Based on the Classification of Transport Demand and Remote Sensing Data. IGARSS 2020: 4080-4083 - [i7]Luigi Tommaso Luppino, Michael Kampffmeyer, Filippo Maria Bianchi, Gabriele Moser, Sebastiano Bruno Serpico, Robert Jenssen, Stian Normann Anfinsen:
Deep Image Translation with an Affinity-Based Change Prior for Unsupervised Multimodal Change Detection. CoRR abs/2001.04271 (2020) - [i6]Luigi Tommaso Luppino, Mads A. Hansen, Michael Kampffmeyer, Filippo Maria Bianchi, Gabriele Moser, Robert Jenssen, Stian Normann Anfinsen
:
Code-Aligned Autoencoders for Unsupervised Change Detection in Multimodal Remote Sensing Images. CoRR abs/2004.07011 (2020)
2010 – 2019
- 2019
- [j39]Luigi Tommaso Luppino
, Filippo Maria Bianchi, Gabriele Moser
, Stian Normann Anfinsen
:
Unsupervised Image Regression for Heterogeneous Change Detection. IEEE Trans. Geosci. Remote. Sens. 57(12): 9960-9975 (2019) - [c75]Alessandro Montaldo, Luca Fronda, Ihsen Hedhli, Gabriele Moser
, Sebastiano Bruno Serpico, Josiane Zerubia
:
Causal Markov Mesh Hierarchical Modeling for the Contextual Classification of Multiresolution Satellite Images. ICIP 2019: 2716-2720 - [c74]David Solarna, Gabriele Moser
, Sebastiano B. Serpico:
Multiresolution and Multimodality Sar Data Fusion Based on Markov and Conditional Random Fields for Unsupervised Change Detection. IGARSS 2019: 29-32 - [c73]Alessandro Montaldo, Luca Fronda, Ihsen Hedhli, Gabriele Moser
, Josiane Zerubia
, Sebastiano B. Serpico:
Joint Classification of Multiresolution and Multisensor Data Using a Multiscale Markov Mesh Model. IGARSS 2019: 2810-2813 - [c72]Andrea De Giorgi, Gabriele Moser
, Giorgio Boni, Anna Rita Pisani, Deodato Tapete, Simona Zoffoli, Sebastiano B. Serpico:
Recovery Monitoring in Haiti After Hurricane Matthew Through Markov Random Fields and A Region-Based Approach. IGARSS 2019: 9357-9360 - [c71]Mohamad Alameh
, Ali Ibrahim
, Maurizio Valle, Gabriele Moser
:
DCNN for Tactile Sensory Data Classification based on Transfer Learning. PRIME 2019: 237-240 - [d2]Devis Tuia
, Gabriele Moser
, Bertrand Le Saux
, Benjamin Bechtel
:
Data Fusion Contest 2017 (DFC2017). IEEE DataPort, 2019 - [d1]Devis Tuia
, Gabriele Moser
, Bertrand Le Saux
, Roberto Fabrizi, Sven Cowan:
Data Fusion Contest 2016 (DFC2016). IEEE DataPort, 2019 - [i5]Luigi Tommaso Luppino, Filippo Maria Bianchi, Gabriele Moser, Stian Normann Anfinsen:
Unsupervised Image Regression for Heterogeneous Change Detection. CoRR abs/1909.05948 (2019) - 2018
- [j38]David Solarna
, Gabriele Moser
, Sebastiano B. Serpico:
A Markovian Approach to Unsupervised Change Detection with Multiresolution and Multimodality SAR Data. Remote. Sens. 10(11): 1671 (2018) - [j37]Naoto Yokoya
, Pedram Ghamisi
, Junshi Xia
, Sergey Sukhanov, Roel Heremans, Ivan Tankoyeu, Benjamin Bechtel
, Bertrand Le Saux
, Gabriele Moser
, Devis Tuia
:
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. 11(5): 1363-1377 (2018) - [j36]Devis Tuia
, Michele Volpi
, Gabriele Moser
:
Decision Fusion With Multiple Spatial Supports by Conditional Random Fields. IEEE Trans. Geosci. Remote. Sens. 56(6): 3277-3289 (2018) - [c70]Andrea De Giorgi, Gabriele Moser
, Giovanni Poggi, Giuseppe Scarpa, Sebastiano B. Serpico:
Very High Resolution Optical Image Classification Using Watershed Segmentation and a Region-Based Kernel. IGARSS 2018: 1312-1315 - [c69]Luca Maggiolo, Diego Marcos
, Gabriele Moser
, Devis Tuia:
Improving Maps from CNNs Trained with Sparse, Scribbled Ground Truths Using Fully Connected CRFs. IGARSS 2018: 2099-2102 - [c68]Luigi Tommaso Luppino, Filippo Maria Bianchi, Gabriele Moser
, Stian Normann Anfinsen
:
Remote Sensing Image Regression for Heterogeneous Change Detection. MLSP 2018: 1-6 - [i4]Luigi Tommaso Luppino, Filippo Maria Bianchi, Gabriele Moser, Stian Normann Anfinsen:
Remote sensing image regression for heterogeneous change detection. CoRR abs/1807.11766 (2018) - [i3]Devis Tuia, Michele Volpi, Gabriele Moser:
Decision fusion with multiple spatial supports by conditional random fields. CoRR abs/1808.08024 (2018) - 2017
- [j35]Ihsen Hedhli, Gabriele Moser
, Sebastiano B. Serpico, Josiane Zerubia
:
Classification of Multisensor and Multiresolution Remote Sensing Images Through Hierarchical Markov Random Fields. IEEE Geosci. Remote. Sens. Lett. 14(12): 2448-2452 (2017) - [j34]Lichao Mou, Xiaoxiang Zhu
, Maria Vakalopoulou, Konstantinos Karantzalos
, Nikos Paragios, Bertrand Le Saux
, Gabriele Moser
, Devis Tuia:
Multitemporal Very High Resolution From Space: Outcome of the 2016 IEEE GRSS Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(8): 3435-3447 (2017) - [c67]Alberto Gotelli, Jacqueline Le Moigne, Gabriele Moser
, Sebastiano B. Serpico:
Planetary crater detection and registration using marked point processes, graph cut algorithms, and wavelet transforms. IGARSS 2017: 2329-2332 - [c66]David Solarna, Gabriele Moser
, Jacqueline Le Moigne, Sebastiano B. Serpico:
Planetary crater detection and registration using marked point processes, multiple birth and death algorithms, and region-based analysis. IGARSS 2017: 2337-2340 - [c65]Fabio Dell'Acqua, Gianni Cristian Iannelli, John P. Kerekes
, Gabriele Moser
, Leland E. Pierce, Emanuele Goldoni:
The IEEE GRSS data and algorithm standard evaluation (DASE) website: Incrementally building a standardized assessment for algorithm performance. IGARSS 2017: 2601-2608 - [c64]Andrea Garzelli, Gabriele Moser
, Sebastiano B. Serpico:
Robust change detection from COSMO-SkyMed and RADARSAT-2 multitemporal images. IGARSS 2017: 5252-5255 - [c63]Ihsen Hedhli, Gabriele Moser
, Sebastiano B. Serpico, Josiane Zerubia
:
Multi-resolution classification of urban areas using hierarchical symmetric Markov mesh models. JURSE 2017: 1-4 - [c62]Katerina Jupova, T. Bartalos, Tomás Soukup, Gabriele Moser
, Sebastiano B. Serpico, Vladimir A. Krylov
, Michaela De Martino, N. Manzke, N. Rochard:
Monitoring of green, open and sealed urban space. JURSE 2017: 1-4 - [c61]Devis Tuia, Gabriele Moser
, Michael Wurm, Hannes Taubenböck:
Land use modeling in North Rhine-Westphalia with interaction and scaling laws. JURSE 2017: 1-4 - [c60]Luigi Tommaso Luppino, Stian Normann Anfinsen
, Gabriele Moser
, Robert Jenssen, Filippo Maria Bianchi
, Sebastiano B. Serpico, Grégoire Mercier:
A Clustering Approach to Heterogeneous Change Detection. SCIA (2) 2017: 181-192 - [i2]Luigi Tommaso Luppino, Stian Normann Anfinsen, Gabriele Moser, Robert Jenssen, Filippo Maria Bianchi, Sebastiano B. Serpico, Grégoire Mercier:
A clustering approach to heterogeneous change detection. CoRR abs/1702.03176 (2017) - [i1]Josiane Zerubia, Sebastiano B. Serpico, Gabriele Moser:
Natural Disaster Monitoring: Multi-Source Image Analysis with Hierarchical Markov Models. ERCIM News 2017(108) (2017) - 2016
- [j33]Paola Costamagna
, Andrea De Giorgi, Alberto Gotelli, Loredana Magistri, Gabriele Moser
, Emanuele Sciaccaluga, Andrea Trucco
:
Fault Diagnosis Strategies for SOFC-Based Power Generation Plants. Sensors 16(8): 1336 (2016) - [j32]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:
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. 9(12): 5547-5559 (2016) - [j31]Anh-Vu Vo
, Linh Truong-Hong, Debra F. Laefer
, Dirk Tiede
, Sebastian d'Oleire-Oltmanns
, Andrea Baraldi, Michal Shimoni
, Gabriele Moser
, Devis Tuia:
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. 9(12): 5560-5575 (2016) - [j30]Vahid Akbari
, Stian Normann Anfinsen
, Anthony P. Doulgeris, Torbjørn Eltoft, Gabriele Moser
, Sebastiano B. Serpico:
Polarimetric SAR Change Detection With the Complex Hotelling-Lawley Trace Statistic. IEEE Trans. Geosci. Remote. Sens. 54(7): 3953-3966 (2016) - [j29]Gabriele Moser
, Andrea De Giorgi, Sebastiano Bruno Serpico:
Multiresolution Supervised Classification of Panchromatic and Multispectral Images by Markov Random Fields and Graph Cuts. IEEE Trans. Geosci. Remote. Sens. 54(9): 5054-5070 (2016) - [j28]Ihsen Hedhli, Gabriele Moser
, Josiane Zerubia
, Sebastiano Bruno Serpico:
A New Cascade Model for the Hierarchical Joint Classification of Multitemporal and Multiresolution Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. 54(11): 6333-6348 (2016) - [j27]Vladimir A. Krylov
, Gabriele Moser
, Sebastiano B. Serpico, Josiane Zerubia
:
False Discovery Rate Approach to Unsupervised Image Change Detection. IEEE Trans. Image Process. 25(10): 4704-4718 (2016) - [c59]Ihsen Hedhli, Gabriele Moser
, Sebastiano B. Serpico, Josiane Zerubia
:
Contextual multi-scale image classification on quadtree. ICIP 2016: 1349-1353 - [c58]Francesco Barisione, David Solarna, Andrea De Giorgi, Gabriele Moser
, Sebastiano B. Serpico:
Supervised classification of thermal infrared hyperspectral images through Bayesian, Markovian, and region-based approaches. IGARSS 2016: 937-940 - [c57]Vladimir A. Krylov
, Michaela De Martino, Gabriele Moser
, Sebastiano B. Serpico:
Large urban zone classification on SPOT-5 imagery with convolutional neural networks. IGARSS 2016: 1796-1799 - [c56]Devis Tuia, Michele Volpi
, Gabriele Moser
:
Getting pixels and regions to agree with conditional random fields. IGARSS 2016: 3290-3293 - [c55]Fabrizio Crismer, Gabriele Moser
, Vladimir A. Krylov
, Sebastiano B. Serpico:
Unsupervised change detection on synthetic aperture radar images with generalized gamma distribution. IGARSS 2016: 3350-3353 - [p1]Gabriele Moser, Paola Costamagna, Andrea De Giorgi, Lissy Pellaco, Andrea Trucco, Sebastiano B. Serpico:
Kernel-based Learning for Fault Detection and identification in fuel cell Systems. Handbook of Pattern Recognition and Computer Vision 2016: 455-472 - 2015
- [j26]Luis Gómez-Chova
, Devis Tuia, Gabriele Moser
, Gustau Camps-Valls
:
Multimodal Classification of Remote Sensing Images: A Review and Future Directions. Proc. IEEE 103(9): 1560-1584 (2015) - [j25]Gabriele Moser
, Michaela De Martino, Sebastiano B. Serpico:
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. 8(1): 332-349 (2015) - [j24]Wenzhi Liao, Xin Huang
, Frieke Van Coillie
, Sidharta Gautama
, Aleksandra Pizurica
, Wilfried Philips, Hui Liu, Tingting Zhu, Michal Shimoni
, Gabriele Moser
, Devis Tuia
:
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. 8(6): 2984-2996 (2015) - [c54]Ihsen Hedhli, Gabriele Moser
, Sebastiano B. Serpico, Josiane Zerubia
:
New hierarchical joint classification method for SAR-optical multiresolution remote sensing data. EUSIPCO 2015: 759-763 - [c53]Ihsen Hedhli, Gabriele Moser
, Sebastiano B. Serpico, Josiane Zerubia
:
New cascade model for hierarchical joint classification of multisensor and multiresolution remote sensing data. IGARSS 2015: 1543-1546 - [c52]Andrea De Giorgi, Gabriele Moser
, Sebastiano B. Serpico:
Parameter optimization for Markov random field models for remote sensing image classification through sequential minimal optimization. IGARSS 2015: 2346-2349 - [c51]Bo Hu, Gabriele Moser
, Sebastiano B. Serpico, Peijun Li
:
An active learning heuristic using spectral and spatial information for MRF-based classification. IGARSS 2015: 4356-4359 - [c50]Arnaud Poncet Montanges, Gabriele Moser
, Hannes Taubenböck, Michael Wurm
, Devis Tuia:
Classification of urban structural types with multisource data and structured models. JURSE 2015: 1-4 - [c49]Gabriele Moser
, Vladimir A. Krylov
, Michaela De Martino, Sebastiano B. Serpico:
The URBIS project: Vacant urban area classification and detection of changes. JURSE 2015: 1-4 - 2014
- [j23]Aurélie Voisin, Vladimir A. Krylov
, Gabriele Moser
, Sebastiano B. Serpico, Josiane Zerubia
:
Supervised Classification of Multisensor and Multiresolution Remote Sensing Images With a Hierarchical Copula-Based Approach. IEEE Trans. Geosci. Remote. Sens. 52(6): 3346-3358 (2014) - [c48]Ihsen Hedhli, Gabriele Moser
, Josiane Zerubia
, Sebastiano B. Serpico:
New cascade model for hierarchical joint classification of multitemporal, multiresolution and multisensor remote sensing data. ICIP 2014: 5247-5251 - [c47]Ihsen Hedhli, Gabriele Moser
, Josiane Zerubia
, Sebastiano Bruno Serpico:
Fusion of multitemporal and multiresolution remote sensing data and application to natural disasters. IGARSS 2014: 207-210 - [c46]Gabriele Moser
, Sebastiano Bruno Serpico:
Kernel-based classification in complex-valued feature spaces for polarimetric SAR data. IGARSS 2014: 1257-1260 - [c45]Andrea De Giorgi, Gabriele Moser
, Sebastiano Bruno Serpico:
Contextual remote-sensing image classification through support vector machines, Markov random fields and graph cuts. IGARSS 2014: 3722-3725 - [c44]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:
The SEAGOSS project: Monitoring coastal seawater in Italy by remote sensing data. IGARSS 2014: 4454-4457 - [c43]Gabriele Moser
, Michaela De Martino, Sebastiano B. Serpico:
Air surface temperature estimation from satellite thermal infrared time series and pixelwise modeling of the estimation uncertainty through support vector machines. IGARSS 2014: 4946-4949 - [c42]Andrea Scarsi, William J. Emery, Gabriele Moser
, Fabio Pacifici, Sebastiano Bruno Serpico:
An automated flood detection framework for very high spatial resolution imagery. IGARSS 2014: 4954-4957 - 2013
- [j22]Giovanni Forzieri, Luca Tanteri, Gabriele Moser
, Filippo Catani
:
Mapping natural and urban environments using airborne multi-sensor ADS40-MIVIS-LiDAR synergies. Int. J. Appl. Earth Obs. Geoinformation 23: 313-323 (2013) - [j21]Aurélie Voisin, Vladimir A. Krylov
, Gabriele Moser
, Sebastiano B. Serpico, Josiane Zerubia
:
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. 10(1): 96-100 (2013) - [j20]Gabriele Moser
, Sebastiano B. Serpico, Jón Atli Benediktsson
:
Land-Cover Mapping by Markov Modeling of Spatial-Contextual Information in Very-High-Resolution Remote Sensing Images. Proc. IEEE 101(3): 631-651 (2013) - [j19]Vahid Akbari
, Anthony Paul Doulgeris, Gabriele Moser
, Torbjørn Eltoft, Stian Normann Anfinsen
, Sebastiano B. Serpico:
A Textural-Contextual Model for Unsupervised Segmentation of Multipolarization Synthetic Aperture Radar Images. IEEE Trans. Geosci. Remote. Sens. 51(4-2): 2442-2453 (2013) - [j18]Gabriele Moser
, Sebastiano B. Serpico:
Combining Support Vector Machines and Markov Random Fields in an Integrated Framework for Contextual Image Classification. IEEE Trans. Geosci. Remote. Sens. 51(5-1): 2734-2752 (2013) - [j17]Vladimir A. Krylov
, Gabriele Moser
, Sebastiano B. Serpico, Josiane Zerubia
:
On the Method of Logarithmic Cumulants for Parametric Probability Density Function Estimation. IEEE Trans. Image Process. 22(10): 3791-3806 (2013) - [c41]Vladimir A. Krylov
, Gabriele Moser
, Sebastiano B. Serpico, Josiane Zerubia
:
False discovery rate approach to image change detection. ICIP 2013: 3820-3824 - [c40]Gabriele Moser
, Sebastiano B. Serpico, Gianni Vernazza:
Multiresolution SAR data fusion for unsupervised change detection. IGARSS 2013: 1234-1237 - [c39]Gabriele Moser
, Michaela De Martino, Sebastiano B. Serpico:
A multiscale contextual approach to change detection in multisensor VHR remote sensing images. IGARSS 2013: 3435-3438 - 2012
- [j16]Giulia Troglio, Jacqueline Le Moigne, Jón Atli Benediktsson
, Gabriele Moser
, Sebastiano B. Serpico:
Automatic Extraction of Ellipsoidal Features for Planetary Image Registration. IEEE Geosci. Remote. Sens. Lett. 9(1): 95-99 (2012) - [j15]Sebastiano B. Serpico, Silvana G. Dellepiane, Giorgio Boni
, Gabriele Moser
, Elena Angiati, Roberto Rudari
:
Information Extraction From Remote Sensing Images for Flood Monitoring and Damage Evaluation. Proc. IEEE 100(10): 2946-2970 (2012) - [c38]Aurélie Voisin, Vladimir A. Krylov
, Gabriele Moser
, Sebastiano B. Serpico, Josiane Zerubia
:
Multichannel hierarchical image classification using multivariate copulas. Computational Imaging 2012: 82960K - [c37]Aurélie Voisin, Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
:
Classification of multi-sensor remote sensing images using an adaptive hierarchical Markovian model. EUSIPCO 2012: 2511-2515 - [c36]Vladimir A. Krylov
, Gabriele Moser
, Aurélie Voisin, Sebastiano B. Serpico, Josiane Zerubia
:
Change detection with synthetic aperture radar images by Wilcoxon statistic likelihood ratio test. ICIP 2012: 2093-2096 - [c35]Gabriele Moser
, Sebastiano B. Serpico:
Unsupervised change detection with high-resolution SAR images by edge-preserving Markov random fields and graph-cuts. IGARSS 2012: 1984-1987 - [c34]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:
Development and validation of multitemporal image analysis methodologies for multirisk monitoring of critical structures and infrastructures. IGARSS 2012: 5506-5509 - [c33]Gabriele Moser
, Sebastiano B. Serpico, Jón Atli Benediktsson
:
Markov random field models for supervised land cover classification from very high resolution multispectral remote sensing images. TyWRRS 2012: 235-242 - [c32]Sebastiano B. Serpico, Silvana G. Dellepiane, Gabriele Moser
, Elena Angiati, Giorgio Boni
, Roberto Rudari
, Laura Candela:
Extracting information from remote sensing data for applications to flood monitoring and damage evaluation. TyWRRS 2012: 275-282 - 2011
- [j14]Vladimir A. Krylov
, Gabriele Moser
, Sebastiano B. Serpico, Josiane Zerubia
:
Supervised High-Resolution Dual-Polarization SAR Image Classification by Finite Mixtures and Copulas. IEEE J. Sel. Top. Signal Process. 5(3): 554-566 (2011) - [j13]Vladimir A. Krylov
, Gabriele Moser
, Sebastiano B. Serpico, Josiane Zerubia
:
Enhanced Dictionary-Based SAR Amplitude Distribution Estimation and Its Validation With Very High-Resolution Data. IEEE Geosci. Remote. Sens. Lett. 8(1): 148-152 (2011) - [j12]Gabriele Moser
, Elena Angiati, Sebastiano B. Serpico:
Multiscale Unsupervised Change Detection on Optical Images by Markov Random Fields and Wavelets. IEEE Geosci. Remote. Sens. Lett. 8(4): 725-729 (2011) - [c31]Gabriele Moser
, Sebastiano B. Serpico:
Joint classification of panchromatic and multispectral images by multiresolution fusion through Markov random fields and graph cuts. DSP 2011: 1-8 - [c30]Gabriele Moser
, Sebastiano B. Serpico:
Multitemporal region-based classification of high-resolution images by Markov random fields and multiscale segmentation. IGARSS 2011: 102-105 - [c29]Gabriele Moser
, Sebastiano B. Serpico:
Contextual high-resolution image classification by Markovian data fusion, adaptive texture extraction, and multiscale segmentation. IGARSS 2011: 1155-1158 - [c28]Vahid Akbari
, Gabriele Moser
, Anthony Paul Doulgeris, Stian Normann Anfinsen
, Torbjørn Eltoft, Sebastiano B. Serpico:
A K-Wishart Markov random field model for clustering of polarimetric SAR imagery. IGARSS 2011: 1357-1360 - 2010
- [c27]Gabriele Moser
, Vladimir A. Krylov
, Sebastiano B. Serpico, Josiane Zerubia
:
High resolution SAR-image classification by Markov random fields and finite mixtures. Computational Imaging 2010: 753308 - [c26]Giulia Troglio, Jón Atli Benediktsson
, Gabriele Moser
, Sebastiano B. Serpico:
Crater detection based on marked point processes. IGARSS 2010: 1378-1381 - [c25]Gabriele Moser
, Sebastiano B. Serpico:
Unsupervised change detection with very high-resolution SAR images by multiscale analysis and Markov random fields. IGARSS 2010: 3082-3085 - [c24]Giorgio Boni
, Federica Martina, Gabriele Moser
, Sebastiano B. Serpico:
Assimilation of SVM-based estimates of land surface temperature for the retrieval of surface energy balance components. IGARSS 2010: 3668-3671 - [c23]Gabriele Moser
, Sebastiano B. Serpico:
Contextual remote-sensing image classification by support vector machines and Markov random fields. IGARSS 2010: 3728-3731 - [c22]Giulia Troglio, Marina Alberti, Jón Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, Einar Stefánsson:
Unsupervised Change-Detection in Retinal Images by a Multiple-Classifier Approach. MCS 2010: 94-103 - [c21]Gabriele Moser
, Sebastiano B. Serpico:
A Markovian generalization of support vector machines for contextual supervised classification of hyperspectral images. WHISPERS 2010: 1-4
2000 – 2009
- 2009
- [j11]Gabriele Moser
, Sebastiano B. Serpico:
Modeling the Error Statistics in Support Vector Regression of Surface Temperature From Infrared Data. IEEE Geosci. Remote. Sens. Lett. 6(3): 448-452 (2009) - [j10]Gabriele Moser
, Sebastiano B. Serpico:
Automatic Parameter Optimization for Support Vector Regression for Land and Sea Surface Temperature Estimation From Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. 47(3): 909-921 (2009) - [j9]Gabriele Moser
, Sebastiano B. Serpico:
Unsupervised Change Detection From Multichannel SAR Data by Markovian Data Fusion. IEEE Trans. Geosci. Remote. Sens. 47(7-2): 2114-2128 (2009) - [c20]Vladimir A. Krylov
, Gabriele Moser
, Sebastiano B. Serpico, Josiane Zerubia
:
Dictionary-based probability density function estimation for high-resolution SAR data. Computational Imaging 2009: 72460 - [c19]Amandine Robin, Grégoire Mercier, Gabriele Moser
, Sebastiano B. Serpico:
An A-contrario Approach for Unsupervised Change Detection in Radar Images. IGARSS (4) 2009: 240-243 - [c18]Gabriele Moser
, Sebastiano B. Serpico:
Edge-preserving Classification of High-resolution Remote-sensing Images by Markovian Data Fusion. IGARSS (4) 2009: 765-768 - [c17]Giorgia Macchiavello, Gabriele Moser
, Giorgio Boni
, Sebastiano B. Serpico:
Automatic Unsupervised Classification of Snow-covered Areas by Decision-tree Classification and Minimum-error Thresholding. IGARSS (2) 2009: 1000-1003 - [c16]Gabriele Moser
, Elena Angiati, Sebastiano B. Serpico:
A Contextual Multiscale Unsupervised Method for Change Detection with Multitemporal Remote-Sensing Images. ISDA 2009: 572-577 - 2008
- [j8]Grégoire Mercier, Gabriele Moser
, Sebastiano B. Serpico:
Conditional Copulas for Change Detection in Heterogeneous Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 46(5): 1428-1441 (2008) - [c15]Raffaele Gaetano, Gabriele Moser
, Giovanni Poggi, Giuseppe Scarpa, Sebastiano B. Serpico:
Region-Based Classification of Multisensor Optical-SAR Images. IGARSS (4) 2008: 81-84 - [c14]Gabriele Moser
, Sebastiano B. Serpico:
Classification of High-Resolution Images Based on MRF Fusion and Multiscale Segmentation. IGARSS (2) 2008: 277-280 - [c13]Gabriele Moser
, Sebastiano B. Serpico:
Modelling the Error Statistics in Support Vector Regression of Surface Temperature from Infrared Data. IGARSS (3) 2008: 1115-1118 - 2007
- [j7]Gabriele Moser
, Sebastiano B. Serpico, Gianni Vernazza:
Unsupervised Change Detection From Multichannel SAR Images. IEEE Geosci. Remote. Sens. Lett. 4(2): 278-282 (2007) - [j6]Sebastiano B. Serpico, Gabriele Moser
:
Extraction of Spectral Channels From Hyperspectral Images for Classification Purposes. IEEE Trans. Geosci. Remote. Sens. 45(2): 484-495 (2007) - [c12]Peijun Li
, Tao Cheng, Gabriele Moser
, Sebastiano B. Serpico, Defeng Ma:
Multitemporal change detection by spectral and multivariate texture information. IGARSS 2007: 1922-1925 - [c11]Grégoire Mercier, Gabriele Moser
, Sebastiano B. Serpico:
Conditional copula for change detection on heterogeneous SAR data. IGARSS 2007: 2394-2397 - [c10]Gabriele Moser
, Sebastiano B. Serpico:
Unsupervised change detection by multichannel SAR data fusion. IGARSS 2007: 4854-4857 - 2006
- [j5]Gabriele Moser
, Josiane Zerubia, Sebastiano B. Serpico:
Dictionary-based stochastic expectation-maximization for SAR amplitude probability density function estimation. IEEE Trans. Geosci. Remote. Sens. 44(1): 188-200 (2006) - [j4]Gabriele Moser
, Sebastiano B. Serpico:
Generalized minimum-error thresholding for unsupervised change detection from SAR amplitude imagery. IEEE Trans. Geosci. Remote. Sens. 44(10-2): 2972-2982 (2006) - [j3]Sebastiano B. Serpico, Gabriele Moser
:
Weight Parameter Optimization by the Ho-Kashyap Algorithm in MRF Models for Supervised Image Classification. IEEE Trans. Geosci. Remote. Sens. 44(12): 3695-3705 (2006) - [j2]Gabriele Moser
, Josiane Zerubia
, Sebastiano B. Serpico:
SAR amplitude probability density function estimation based on a generalized Gaussian model. IEEE Trans. Image Process. 15(6): 1429-1442 (2006) - [c9]Sebastiano B. Serpico, Michaela De Martino, Gabriele Moser
, Maciel Zortea:
Land Surface Temperature Estimation from Passive Satellite Images using Support Vector Machines. IGARSS 2006: 2109-2112 - [c8]Federico Causa, Gabriele Moser
, Sebastiano Bruno Serpico:
A Spatio-spectral Data Fusion Method for the Detection of Urban Areas in optical High Resolution Images by a Novel MRF Model. IGARSS 2006: 2502-2505 - 2005
- [j1]Paolo Mantero, Gabriele Moser
, Sebastiano B. Serpico:
Partially Supervised classification of remote sensing images through SVM-based probability density estimation. IEEE Trans. Geosci. Remote. Sens. 43(3): 559-570 (2005) - [c7]Gabriele Moser
, Sebastiano B. Serpico, Federico Causa:
MRF model parameter estimation for contextual supervised classification of remote-sensing images. IGARSS 2005: 4 - [c6]Gabriele Moser
, Sebastiano B. Serpico:
Generalized minimum-error thresholding for unsupervised change detection from SAR amplitude imagery. IGARSS 2005: 2121-2124 - 2004
- [c5]Sebastiano B. Serpico, Massimo D'Inca, Gabriele Moser:
Design of spectral channels for hyperspectral image classification. IGARSS 2004: 956-959 - [c4]Gabriele Moser, Josiane Zerubia
, Sebastiano B. Serpico:
Finite mixture models and stochastic expectation-maximization for SAR amplitude probability density function estimation based on a dictionary of parametric families. IGARSS 2004: 1510-1513 - 2003
- [c3]Michaela De Martino, Giorgia Macchiavello, Gabriele Moser, Sebastiano B. Serpico:
Partially supervised contextual classification of multitemporal remotely sensed images. IGARSS 2003: 1377-1379 - 2002
- [c2]Gabriele Moser, Farid Melgani, Sebastiano Bruno Serpico, A. Caruso:
Partially supervised detection of changes from remote sensing images. IGARSS 2002: 299-301 - [c1]Alicia Guerrero-Curieses, Alessandro Biasiotto, Sebastiano Bruno Serpico, Gabriele Moser:
Supervised classification of remote sensing images with unknown classes. IGARSS 2002: 3486-3488
Coauthor Index
aka: Sebastiano Bruno Serpico
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