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

Sebastiano B. Serpico

university of genoa

40H指数

337论文数

7.1K被引数

收录论文 56

发表时间

End-to-End Deep Reconstruction and Clustering of Satellite Image Time Series for Crop Group Mapping 端到端深度重建和时间序列卫星图像聚类用于作物组别制图

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

IF5.3

2026-08-10

OAAI

Priscilla Indira Osa; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia

Probabilistic Fusion Framework Based on Fully Convolutional Networks and Graphical Models for Burned Area Detection From Multiresolution Satellite and UAV Imagery 基于全卷积网络和图模型的概率融合框架，用于从多分辨率卫星和无人机影像中检测过火面积

IEEE Transactions on Geoscience and Remote Sensing

IF8.6

2026-03-20

OAAI

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

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

CRFNet: A Deep Convolutional Network to Learn the Potentials of a CRF for the Semantic Segmentation of Remote Sensing Images CRFNet: 一个深度卷积网络，用于学习CRF在遥感图像语义分割中的潜力

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

OAAI

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

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

A Semisupervised CRF Model for CNN-Based Semantic Segmentation With Sparse Ground Truth 基于CNN的稀疏真值语义分割的半监督CRF模型

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2022-01-01

PREAI

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

Semantic Segmentation of Remote-Sensing Images Through Fully Convolutional Neural Networks and Hierarchical Probabilistic Graphical Models 基于全卷积神经网络和分层概率图模型的遥感图像语义分割

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2022-01-01

OAAI

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

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.

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

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

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

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

OAAI

Hedhli, Ihsen; Moser, Gabriele; Zerubia, Josiane; Serpico, Sebastiano Bruno