Gabriele Moser - Publications, H-index & Citations

Gabriele Moser

university of genoa

38H指数

285论文数

6.2K被引数

收录论文 63

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

Hyperspectral Image Synthesis Through Blind Unmixing Dictionary and Deep Diffusion Models 通过盲解混字典和深度扩散模型的高光谱图像合成

IEEE Geoscience and Remote Sensing Letters

IF4.4

2026-01-01

PREAI

Martina Pastorino; Michael Alibani; Nicola Acito; Gabriele Moser

Near Real-Time Photovoltaic Power Forecasting Through Recurrent Neural Network Using Timely Open-Access Data 近实时光伏功率预测：基于循环神经网络及时效性开放数据的实现

Energies 2025, Vol. 18, Page 6220

IF3.2

2025-11-28

OAAI

Alice La Fata; Gabriele Moser; Rodolfo Antonio Ribeiro de Moura; Renato Procopio

Multisource methodology for traffic analysis zone definition based on the fusion of Remote Sensing, OpenStreetMap, and Floating Car Data 基于遥感、OpenStreetMap和浮动车数据融合的交通分析区定义的多源方法

Journal of Transport Geography

IF6.3

2025-06-18

OAAI

Marisdea Castiglione; Federico Gallo; Martina Pastorino; Gabriele Moser; Marialisa Nigro; Nicola Sacco

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

Code-Aligned Autoencoders for Unsupervised Change Detection in Multimodal Remote Sensing Images 用于多模态遥感图像中无监督变化检测的代码对齐自动编码器

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-01-01

OAAI

Luppino, Luigi Tommaso; Hansen, Mads Adrian; Kampffmeyer, Michael; Bianchi, Filippo Maria; Moser, Gabriele; Jenssen, Robert; Anfinsen, Stian Normann

A goal-driven unsupervised image segmentation method combining graph-based processing and Markov random fields

PATTERN RECOGNITION

IF7.6

2023-02-01

OAAI

Trombini, Marco; Solarna, David; Moser, Gabriele; Dellepiane, Silvana

Analysis of particle size distribution in municipal wastewaters

ENVIRONMENTAL TECHNOLOGY & INNOVATION

IF7.1

2022-08-01

OAAI

Cornacchia, Matteo; Moser, Gabriele; Saturno, Ezio; Trucco, Andrea; Costamagna, Paola

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

Touch Modality Classification Using Recurrent Neural Networks

IEEE SENSORS JOURNAL

IF4.5

2021-04-15

PREAI

Alameh, Mohamad; Abbass, Yahya; Ibrahim, Ali; Moser, Gabriele; Valle, Maurizio

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.

Unsupervised Image Regression for Heterogeneous Change Detection

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2019-12-01

OAAI

Luppino, Luigi Tommaso; Bianchi, Filippo Maria; Moser, Gabriele; Anfinsen, Stian Normann

Data-driven fault diagnosis in SOFC-based power plants under off-design operating conditions

INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

IF8.3

2019-11-01

PREAI

Costamagna, Paola; De Giorgi, Andrea; Moser, Gabriele; Pellaco, Lissy; Trucco, Andrea

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

Decision Fusion With Multiple Spatial Supports by Conditional Random Fields

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2018-06-01

OAAI

Tuia, Devis; Volpi, Michele; Moser, Gabriele

研究方向