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2020 – today
- 2024
[j51]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)- [j50]Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia:
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. 62: 1-19 (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) - [c98]Roozbeh Rajabi, Giovanni Besio, Giorgio Boni, Arianna Cauteruccio, Edoardo Cremonese, Ilaria Gnecco, Gabriele Moser, Sebastiano B. Serpico, Luca Trotter:
Remote Sensing Contributions to Water-Related Risk Management within "Return", the Italian National Program on Environmental Risks in the Next Generation EU Framework. IGARSS 2024: 3744-3748 - [c97]Martina Pastorino, Gabriele Moser, Fabien Guerra, Sebastiano B. Serpico, Josiane Zerubia:
A Multiresolution Fusion Framework based on Probabilistic Graphical Modeling for Burnt Zones Mapping from Satellite and UAV Imagery. IGARSS 2024: 7919-7923 - [c96]Ignacio Masari, Luca Maggiolo, Gabriele Moser, Sebastiano B. Serpico:
A Deep Learning Architecture for Unsupervised Feature Extraction from Multimission SAR Time Series. IGARSS 2024: 8383-8387 - 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
Sebastiano B. Serpico
aka: Sebastiano Bruno Serpico
aka: Sebastiano Bruno Serpico
[j51] [j50] [c98] [c97] [c96] [c95] [c94] [c92] [c91] [j47] [j46] [j45] [j44] [j43] [c90] [c89] [c88] [c87] [c86] [j42] [j41] [c84] [c83] [c82] [c81] [j40] [c78] [c77] [i7] [c75] [c74] [c73] [c72] [j38] [c70] [j35] [c67] [c66] [c64] [c63] [c62] [c60] [i2] [i1] [j30] [j29] [j28] [j27] [c59] [c58] [c57] [c55] [p1] [j25] [c54] [c53] [c52] [c51] [c49] [j23] [c48] [c47] [c46] [c45] [c44] [c43] [c42] [j21] [j20] [j19] [j18] [j17] [c41] [c40] [c39] [j16] [j15] [c38] [c37] [c36] [c35] [c34] [c33] [c32] [j14] [j13] [j12] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [j11] [j10] [j9] [c20] [c19] [c18] [c17] [c16] [j8] [c15] [c14] [c13] [j7] [j6] [c12] [c11] [c10] [j5] [j4] [j3] [j2] [c9] [c8] [j1] [c7] [c6] [c5] [c4] [c3] [c2] [c1]
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