Sebastiano B. Serpico - Publications, H-index & Citations

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Sebastiano B. Serpico

university of genoa

40H-index

336Paper Count

7.1KCitation Count

Published Papers 55

Publication Date

Probabilistic Fusion Framework Based on Fully Convolutional Networks and Graphical Models for Burned Area Detection From Multiresolution Satellite and UAV Imagery

IEEE Transactions on Geoscience and Remote Sensing

IF8.6

2026-03-20

OAAI

Martina Pastorino; Gabriele Moser; Fabien Guerra; Sebastiano B. Serpico; Josiane Zerubia

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Multimission, Multifrequency, and Multiresolution SAR Image Classification Through Hierarchical Markov Models and Convolutional Networks

ieee geoscience and remote sensing magazine

IF4.4

2024-01-01

OAAI

Pastorino, Martina; Moser, Gabriele; Serpico, Sebastiano B.; Zerubia, Josiane

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CRFNet: A Deep Convolutional Network to Learn the Potentials of a CRF for the Semantic Segmentation of Remote Sensing Images

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

OAAI

Pastorino, Martina; Moser, Gabriele; Serpico, Sebastiano B.; Zerubia, Josiane

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Deep Image Translation With an Affinity-Based Change Prior for Unsupervised Multimodal Change Detection

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2022-01-01

OAAI

Luppino, Luigi Tommaso; Kampffmeyer, Michael; Bianchi, Filippo Maria; Moser, Gabriele; Serpico, Sebastiano Bruno; Jenssen, Robert; Anfinsen, Stian Normann

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A Semisupervised CRF Model for CNN-Based Semantic Segmentation With Sparse Ground Truth

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2022-01-01

PREAI

Maggiolo, Luca; Marcos, Diego; Moser, Gabriele; Serpico, Sebastiano B.; Tuia, Devis

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Semantic Segmentation of Remote-Sensing Images Through Fully Convolutional Neural Networks and Hierarchical Probabilistic Graphical Models

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2022-01-01

OAAI

Pastorino, Martina; Moser, Gabriele; Serpico, Sebastiano B.; Zerubia, Josiane

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Crater Detection and Registration of Planetary Images Through Marked Point Processes, Multiscale Decomposition, and Region-Based Analysis

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2020-09-01

PREAI

Solarna, David; Gotelli, Alberto; Le Moigne, Jacqueline; Moser, Gabriele; Serpico, Sebastiano B.

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Data-driven techniques for fault diagnosis in power generation plants based on solid oxide fuel cells

ENERGY CONVERSION AND MANAGEMENT

IF10.9

2019-01-01

PREAI

Costamagna, Paola; De Giorgi, Andrea; Moser, Gabriele; Serpico, Sebastiano B.; Trucco, Andrea

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New Frontiers in Spectral-Spatial Hyperspectral Image Classification The latest advances based on mathematical morphology, Markov random fields, segmentation, sparse representation, and deep learning

IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE

IF16.4

2018-09-01

265

OAAI

Ghamisi, Pedram; Maggiori, Emmanuel; Li, Shutao; Souza, Roberto; Tarabalka, Yuliya; Moser, Gabriele; De Giorgi, Andrea; Fang, Leyuan; Chen, Yushi; Chi, Mingmin; Serpico, Sebastiano B.; Benediktsson, Jon Atli

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Classification of Multisensor and Multiresolution Remote Sensing Images Through Hierarchical Markov Random Fields

ieee geoscience and remote sensing magazine

IF4.4

2017-01-01

OAAI

Hedhli, Ihsen; Moser, Gabriele; Serpico, Sebastiano B.; Zerubia, Josiane

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A New Cascade Model for the Hierarchical Joint Classification of Multitemporal and Multiresolution Remote Sensing Data

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2016-11-01