Martina Pastorino

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Probabilistic Graphical Models

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Publications

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 (2024)
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)
Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Learning CRF potentials through fully convolutional networks for satellite image semantic segmentation. SITIS (2023)
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 (2022)
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) (2022)
Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Fully Convolutional and Feedforward Networks for The Semantic Segmentation of Remotely Sensed Images. ICIP (2022)
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)
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)
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) (2021)
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)