Gabriele Moser

发表

Unsupervised change detection with very high-resolution SAR images by multiscale analysis and Markov random fields

Gabriele Moser, Sebastiano B. Serpico, G. Moser, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Feature reduction and supervised classification methodologies for hyperspectral image analysis

Gabriele Moser, Sebastiano B. Serpico, M. De Martino, 2004 .

Multiscale Unsupervised Change Detection on Optical Images by Markov Random Fields and Wavelets

Gabriele Moser, Sebastiano B. Serpico, Elena Angiati, 2011, IEEE Geoscience and Remote Sensing Letters.

REMOTE SENSING IMAGE REGRESSION FOR HETEROGENEOUS CHANGE DETECTION

Gabriele Moser, Filippo Maria Bianchi, Stian Normann Anfinsen, 2018, 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP).

The IEEE GRSS data and algorithm standard evaluation (DASE) website: Incrementally building a standardized assessment for algorithm performance

Emanuele Goldoni, Gabriele Moser, John P. Kerekes, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Partially Supervised classification of remote sensing images through SVM-based probability density estimation

Gabriele Moser, Sebastiano B. Serpico, Paolo Mantero, 2005, IEEE Transactions on Geoscience and Remote Sensing.

Parameter optimization for Markov random field models for remote sensing image classification through sequential minimal optimization

Gabriele Moser, Sebastiano B. Serpico, Andrea De Giorgi, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

A K-Wishart Markov random field model for clustering of polarimetric SAR imagery

Gabriele Moser, Sebastiano B. Serpico, Torbjørn Eltoft, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Modelling the Error Statistics in Support Vector Regression of Surface Temperature from Infrared Data

Gabriele Moser, Sebastiano B. Serpico, G. Moser, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

A Spatio-spectral Data Fusion Method for the Detection of Urban Areas in optical High Resolution Images by a Novel MRF Model

Gabriele Moser, Sebastiano B. Serpico, Federico Causa, 2006, 2006 IEEE International Symposium on Geoscience and Remote Sensing.

MRF-Based Remote-Sensing Image Classification with Automatic Model Parameter Estimation

Gabriele Moser, Sebastiano B. Serpico, G. Moser, 2006 .

Enhanced Dictionary-Based SAR Amplitude Distribution Estimation and Its Validation With Very High-Resolution Data

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2011, IEEE Geoscience and Remote Sensing Letters.

Foreword to the Special Issue on Data Fusion in Remote Sensing [From the Guest Editors]

Gabriele Moser, Devis Tuia, 2015 .

Classification of Very High Resolution SAR Images of Urban Areas Using Copulas and Texture in a Hierarchical Markov Random Field Model

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2013, IEEE Geoscience and Remote Sensing Letters.

Crater detection based on marked point processes

Jon Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Automatic partially supervised classification of multitemporal remotely sensed images

Gabriele Moser, Sebastiano B. Serpico, Michaela De Martino, 2004, SPIE Remote Sensing.

Unsupervised Image Regression for Heterogeneous Change Detection

Gabriele Moser, Filippo Maria Bianchi, Stian Normann Anfinsen, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Automatic unsupervised classification of snow-covered areas by decision-tree classification and minimum-error thresholding

Gabriele Moser, Sebastiano B. Serpico, Giorgio Boni, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Information Extraction From Remote Sensing Images for Flood Monitoring and Damage Evaluation

Gabriele Moser, Sebastiano B. Serpico, Silvana G. Dellepiane, 2012, Proceedings of the IEEE.

DCNN for Tactile Sensory Data Classification based on Transfer Learning

Gabriele Moser, Maurizio Valle, Ali Ibrahim, 2019, 2019 15th Conference on Ph.D Research in Microelectronics and Electronics (PRIME).

2014 IEEE GRSS Data Fusion Contest: Multiresolution Fusion of Thermal Hyperspectral and VIS Data [Technical Committees]

Gabriele Moser, Michal Shimoni, Devis Tuia, 2014 .

Report on the 2015 Ieee GRss Data Fusion Contest - extremely High Resolution L iDaR and Optical Data: a Data Fusion Challenge

Jon Atli Benediktsson, Paolo Gamba, Gabriele Moser, 2015 .

A Markovian generalization of support vector machines for contextual supervised classification of hyperspectral images

Gabriele Moser, Sebastiano B. Serpico, G. Moser, 2010, 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

False Discovery Rate Approach to Unsupervised Image Change Detection

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2016, IEEE Transactions on Image Processing.

Multitemporal Very High Resolution From Space: Outcome of the 2016 IEEE GRSS Data Fusion Contest

Nikos Paragios, Gabriele Moser, Lichao Mou, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Land use modeling in North Rhine-Westphalia with interaction and scaling laws

Gabriele Moser, Hannes Taubenböck, Michael Wurm, 2017, 2017 Joint Urban Remote Sensing Event (JURSE).

Dictionary-based stochastic expectation-maximization for SAR amplitude probability density function estimation

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2006, IEEE Transactions on Geoscience and Remote Sensing.

A Classification Approach for Model-Based Fault Diagnosis in Power Generation Systems Based on Solid Oxide Fuel Cells

Gabriele Moser, Andrea Trucco, Loredana Magistri, 2016, IEEE Transactions on Energy Conversion.

Supervised classification of remote sensing images with unknown classes

Gabriele Moser, Sebastiano B. Serpico, Alicia Guerrero-Curieses, 2002, IEEE International Geoscience and Remote Sensing Symposium.

Markov random field models for supervised land cover classification from very high resolution multispectral remote sensing images

Jon Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, 2012, 2012 Tyrrhenian Workshop on Advances in Radar and Remote Sensing (TyWRRS).

An automated flood detection framework for very high spatial resolution imagery

William J. Emery, Gabriele Moser, Sebastiano B. Serpico, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Report on the 2014 IEEE GRSS Data Fusion Contest: Multiresolution Fusion of Thermal Hyperspectral and VIS Data [Technical Committees]

Gabriele Moser, Michal Shimoni, Devis Tuia, 2014 .

2016 IEEE GRSS Data Fusion Contest: Very high temporal resolution from space Technical Committees

Gabriele Moser, Bertrand Le Saux, Devis Tuia, 2016 .

Supervised classification of thermal infrared hyperspectral images through Bayesian, Markovian, and region-based approaches

Gabriele Moser, Sebastiano B. Serpico, David Solarna, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Unsupervised Detection of Temporal Changes in Fundus Images

Gabriele Moser, Sebastiano B. Serpico, G. Troglio, 2010 .

Weight Parameter Optimization by the Ho–Kashyap Algorithm in MRF Models for Supervised Image Classification

Gabriele Moser, Sebastiano B. Serpico, G. Moser, 2006, IEEE Transactions on Geoscience and Remote Sensing.

Air surface temperature estimation from satellite thermal infrared time series and pixelwise modeling of the estimation uncertainty through support vector machines

Gabriele Moser, Sebastiano B. Serpico, Michaela De Martino, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Unsupervised Heterogeneous Change Detection in Radar Images by Cross-domain Affinity Matching

Gabriele Moser, Sebastiano B. Serpico, Stian N. Anfinsen, 2020, 2020 IEEE Radar Conference (RadarConf20).

A Contextual Multiscale Unsupervised Method for Change Detection with Multitemporal Remote-Sensing Images

Gabriele Moser, Sebastiano B. Serpico, Elena Angiati, 2009, 2009 Ninth International Conference on Intelligent Systems Design and Applications.

Multitemporal change detection by spectral and multivariate texture information

Peijun Li, Gabriele Moser, Sebastiano B. Serpico, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Fault Diagnosis Strategies for SOFC-Based Power Generation Plants

Gabriele Moser, Andrea Trucco, Loredana Magistri, 2016, Sensors.

Contextual remote-sensing image classification by support vector machines and Markov random fields

Gabriele Moser, Sebastiano B. Serpico, G. Moser, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

A multiscale contextual approach to change detection in multisensor VHR remote sensing images

Gabriele Moser, Sebastiano B. Serpico, Michaela De Martino, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

2017 IEEE GRSS Data Fusion Contest: Open Data for Global Multimodal Land Use Classification [Technical Committees]

Gabriele Moser, Linda See, Bertrand Le Saux, 2017 .

Feature Reduction for Classification Purpose

Gabriele Moser, Sebastiano B. Serpico, Andrea F. Cattoni, 2006 .

SAR amplitude probability density function estimation based on a generalized Gaussian scattering model

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2004, SPIE Remote Sensing.

Unsupervised change-detection methods for remote-sensing images

Gabriele Moser, Sebastiano B. Serpico, Farid Melgani, 2002 .

Large urban zone classification on SPOT-5 imagery with convolutional neural networks

Gabriele Moser, Sebastiano B. Serpico, Vladimir A. Krylov, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Report on the 2015 IEEE GRSS Data Fusion Contest-Extremely High Resolution LiDAR and Optical Data: A Data Fusion Challenge [Technical Committees]

Gabriele Moser, Michal Shimoni, Devis Tuia, 2015 .

Kernel-based classification in complex-valued feature spaces for polarimetric SAR data

Gabriele Moser, Sebastiano B. Serpico, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Finite mixture models and stochastic expectation-maximization for SAR amplitude probability density function estimation based on a dictionary of parametric families

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2004, IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium.

New cascade model for hierarchical joint classification of multitemporal, multiresolution and multisensor remote sensing data

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Investigation of an ensemble framework for classification of hyperspectral remote sensing data with nearly equal spectral response classes

Gabriele Moser, Sebastiano B. Serpico, Maciel Zortea, 2007, SPIE Remote Sensing.

Edge-preserving classification of high-resolution remote-sensing images by Markovian data fusion

Gabriele Moser, Sebastiano B. Serpico, G. Moser, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Design of spectral channels for hyperspectral image classification

Gabriele Moser, Sebastiano B. Serpico, Massimo D'Incàa, 2004, IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium.

Classification of High-Resolution Images Based on MRF Fusion and Multiscale Segmentation

Gabriele Moser, Sebastiano B. Serpico, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Generalized minimum-error thresholding for unsupervised change detection from SAR amplitude imagery

Gabriele Moser, Sebastiano B. Serpico, 2006, IEEE Trans. Geosci. Remote. Sens..

MRF model parameter estimation for contextual supervised classification of remote-sensing images

Gabriele Moser, Sebastiano B. Serpico, Federico Causa, 2005, Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05..

Multiresolution and Multimodality Sar Data Fusion Based on Markov and Conditional Random Fields for Unsupervised Change Detection

Gabriele Moser, Sebastiano B. Serpico, David Solarna, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

Extraction of Spectral Channels From Hyperspectral Images for Classification Purposes

Gabriele Moser, Sebastiano B. Serpico, G. Moser, 2007, IEEE Transactions on Geoscience and Remote Sensing.

Causal Markov Mesh Hierarchical Modeling for the Contextual Classification of Multiresolution Satellite Images

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2019, 2019 IEEE International Conference on Image Processing (ICIP).

Planetary crater detection and registration using marked point processes, graph cut algorithms, and wavelet transforms

Gabriele Moser, Sebastiano B. Serpico, Jacqueline Le Moigne, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Improving Maps from CNNs Trained with Sparse, Scribbled Ground Truths Using Fully Connected CRFs

Gabriele Moser, Devis Tuia, Diego Marcos, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Unsupervised change detection with high-resolution SAR images by edge-preserving Markov random fields and graph-cuts

Gabriele Moser, Sebastiano B. Serpico, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Classification of very high resolution SAR images of urban areas by dictionary-based mixture models, copulas, and Markov random fields using textural features

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2010, Remote Sensing.

Open Data for Global Multimodal Land Use Classification: Outcome of the 2017 IEEE GRSS Data Fusion Contest

Naoto Yokoya, Gabriele Moser, Pedram Ghamisi, 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Multiresolution SAR data fusion for unsupervised change detection

Gabriele Moser, Sebastiano B. Serpico, Gianni Vernazza, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Unsupervised Change-Detection in Retinal Images by a Multiple-Classifier Approach

Jon Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, 2010, MCS.

Recovery Monitoring in Haiti After Hurricane Matthew Through Markov Random Fields and A Region-Based Approach

Gabriele Moser, Sebastiano B. Serpico, Giorgio Boni, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

The 2017 IEEE Geoscience and Remote Sensing Society Data Fusion Contest: Open Data for Global Multimodal Land Use Classification [Technical Committees]

Gabriele Moser, Linda See, Bertrand Le Saux, 2017 .

Extracting information from remote sensing data for applications to flood monitoring and damage evaluation

Gabriele Moser, Sebastiano B. Serpico, Silvana G. Dellepiane, 2012, 2012 Tyrrhenian Workshop on Advances in Radar and Remote Sensing (TyWRRS).

Kernel-based Learning for Fault Detection and identification in fuel cell Systems

Gabriele Moser, Sebastiano B. Serpico, Andrea Trucco, 2016, Handbook of Pattern Recognition and Computer Vision.

Joint Feature and Model Selection for SVM Fault Diagnosis in Solid Oxide Fuel Cell Systems

Gabriele Moser, Andrea Trucco, Loredana Magistri, 2015 .

Polarimetric SAR Change Detection With the Complex Hotelling–Lawley Trace Statistic

Gabriele Moser, Sebastiano B. Serpico, Torbjørn Eltoft, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Contextual high-resolution image classification by Markovian data fusion, adaptive texture extraction, and multiscale segmentation

Gabriele Moser, Sebastiano B. Serpico, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

SAR amplitude probability density function estimation based on a generalized Gaussian model

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2006, IEEE Transactions on Image Processing.

Foreword to the special issue on data fusion in remote sensing

Gabriele Moser, Devis Tuia, 2015 .

Estimation of Air Surface Temperature From Remote Sensing Images and Pixelwise Modeling of the Estimation Uncertainty Through Support Vector Machines

Gabriele Moser, Sebastiano B. Serpico, Michaela De Martino, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

New cascade model for hierarchical joint classification of multisensor and multiresolution remote sensing data

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Planetary crater detection and registration using marked point processes, multiple birth and death algorithms, and region-based analysis

Gabriele Moser, Sebastiano B. Serpico, Jacqueline Le Moigne, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

False discovery rate approach to image change detection

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2013, 2013 IEEE International Conference on Image Processing.

The URBIS project: Vacant urban area classification and detection of changes

Gabriele Moser, Sebastiano B. Serpico, Vladimir A. Krylov, 2015, 2015 Joint Urban Remote Sensing Event (JURSE).

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

Gabriele Moser, Andrea Trucco, Paola Costamagna, 2019, International Journal of Hydrogen Energy.

Automatic Extraction of Ellipsoidal Features for Planetary Image Registration

Jon Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, 2012, IEEE Geoscience and Remote Sensing Letters.

Mathematical Models and Methods for Remote Sensing Image Analysis: An Introduction

Jon Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, 2018 .

Conditional copula for change detection on heterogeneous SAR data

Gabriele Moser, Sebastiano B. Serpico, Grégoire Mercier, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

An a-contrario approach for unsupervised change detection in radar images

Gabriele Moser, Sebastiano B. Serpico, Amandine Robin, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Automatic land and sea surface temperature estimation from remote sensing data

Gabriele Moser, Sebastiano B. Serpico, G. Moser, 2007, SPIE Remote Sensing.

Monitoring of green, open and sealed urban space

Gabriele Moser, Sebastiano B. Serpico, Vladimir A. Krylov, 2017, 2017 Joint Urban Remote Sensing Event (JURSE).

Article in Press G Model International Journal of Applied Earth Observation and Geoinformation Mapping Natural and Urban Environments Using Airborne Multi-sensor Ads40–mivis–lidar Synergies

Gabriele Moser, Filippo Catani, Giovanni Forzieri, 2022 .

Supervised High-Resolution Dual-Polarization SAR Image Classification by Finite Mixtures and Copulas

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2011, IEEE Journal of Selected Topics in Signal Processing.

Contextual multi-scale image classification on quadtree

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

Automatic Registration of Retinal Images Using Genetic Algorithms

Gabriele Moser, Sebastiano B. Serpico, G. Troglio, 2008 .

ADVANCES IN UNSUPERVISED CHANGE DETECTION

Gabriele Moser, Sebastiano B. Serpico, Farid Melgani, 2003 .

MRF-Based Remote-Sensing Image Classification with Automatic Model Parameter Estimation

Gabriele Moser, Sebastiano B. Serpico, 2006 .

Processing of Extremely High-Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contest–Part A: 2-D Contest

Alexandre Boulch, Gabriele Moser, Carlo Gatta, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Processing of Multiresolution Thermal Hyperspectral and Digital Color Data: Outcome of the 2014 IEEE GRSS Data Fusion Contest

Aleksandra Pizurica, Hui Liu, Gabriele Moser, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Conditional Copulas for Change Detection in Heterogeneous Remote Sensing Images

Gabriele Moser, Sebastiano B. Serpico, Grégoire Mercier, 2008, IEEE Transactions on Geoscience and Remote Sensing.

Region-Based Classification of Multisensor Optical-SAR Images

Gabriele Moser, Sebastiano B. Serpico, Giuseppe Scarpa, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Getting pixels and regions to agree with conditional random fields

Gabriele Moser, Michele Volpi, Devis Tuia, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Unsupervised change detection on synthetic aperture radar images with generalized gamma distribution

Gabriele Moser, Sebastiano B. Serpico, Vladimir A. Krylov, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Unsupervised change detection methods for remote sensing images

Gabriele Moser, Sebastiano B. Serpico, Farid Melgani, 2002, SPIE Remote Sensing.

Unsupervised Change Detection From Multichannel SAR Images

Gabriele Moser, Sebastiano B. Serpico, Gianni Vernazza, 2007, IEEE Geoscience and Remote Sensing Letters.

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

Gabriele Moser, Michael Kampffmeyer, Robert Jenssen, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Robust change detection from COSMO-SkyMed and RADARSAT-2 multitemporal images

Gabriele Moser, Sebastiano B. Serpico, Andrea Garzelli, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Multitemporal region-based classification of high-resolution images by Markov random fields and multiscale segmentation

Gabriele Moser, Sebastiano B. Serpico, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Very High Resolution Optical Image Classification Using Watershed Segmentation and a Region-Based Kernel

Gabriele Moser, Sebastiano B. Serpico, Giuseppe Scarpa, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Multiresolution Supervised Classification of Panchromatic and Multispectral Images by Markov Random Fields and Graph Cuts

Gabriele Moser, Sebastiano B. Serpico, Andrea De Giorgi, 2016, IEEE Transactions on Geoscience and Remote Sensing.

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

Gabriele Moser, Sebastiano B. Serpico, David Solarna, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Automatic Parameter Optimization for Support Vector Regression for Land and Sea Surface Temperature Estimation From Remote Sensing Data

Gabriele Moser, Sebastiano B. Serpico, 2009, IEEE Transactions on Geoscience and Remote Sensing.

Contextual remote-sensing image classification through support vector machines, Markov random fields and graph cuts

Gabriele Moser, Sebastiano B. Serpico, Andrea De Giorgi, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Modeling the Error Statistics in Support Vector Regression of Surface Temperature From Infrared Data

Gabriele Moser, Sebastiano B. Serpico, 2009, IEEE Geoscience and Remote Sensing Letters.

Natural Disaster Monitoring: Multi-Source Image Analysis with Hierarchical Markov Models

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2017, ERCIM News.

The SEAGOSS project: Monitoring coastal seawater in Italy by remote sensing data

Gabriele Moser, Sebastiano B. Serpico, Silvana G. Dellepiane, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

On the Method of Logarithmic Cumulants for Parametric Probability Density Function Estimation

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2013, IEEE Transactions on Image Processing.

Dictionary-based probability density function estimation for high-resolution SAR data

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2009, Electronic Imaging.

Development and validation of multitemporal image analysis methodologies for multirisk monitoring of critical structures and infrastructures

Francesca Bovolo, Lorenzo Bruzzone, William J. Emery, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

CONTEXTUAL CLASSIFICATION OF MULTISENSOR OPTICAL-SAR REMOTE SENSING IMAGES

Gabriele Moser, Sebastiano B. Serpico, Giuseppe Scarpa, 2009 .

A CAUSAL HIERARCHICAL MARKOV FRAMEWORK FOR THE CLASSIFICATION OF MULTIRESOLUTION AND MULTISENSOR REMOTE SENSING IMAGES

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2020 .

SVM-based density estimation for supervised classification of remotely sensed images with unknown classes

Gabriele Moser, Sebastiano B. Serpico, Paolo Mantero, 2004, SPIE Remote Sensing.

New hierarchical joint classification method for SAR-optical multiresolution remote sensing data

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

Supervised Classification of Multisensor and Multiresolution Remote Sensing Images With a Hierarchical Copula-Based Approach

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2014, IEEE Transactions on Geoscience and Remote Sensing.

Fault diagnosis in fuel cell systems using quantitative models and support vector machines

Gabriele Moser, Andrea Trucco, Loredana Magistri, 2014 .

An active learning heuristic using spectral and spatial information for MRF-based classification

Bo Hu, Peijun Li, Gabriele Moser, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Unsupervised change detection by multichannel SAR data fusion

Gabriele Moser, Sebastiano B. Serpico, G. Moser, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Generalized minimum-error thresholding for unsupervised change detection from SAR amplitude imagery

Gabriele Moser, Sebastiano B. Serpico, G. Moser, 2005, IEEE Transactions on Geoscience and Remote Sensing.

High resolution SAR-image classification by Markov random fields and finite mixtures

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2010, Electronic Imaging.

Decision Fusion With Multiple Spatial Supports by Conditional Random Fields

Gabriele Moser, Michele Volpi, Devis Tuia, 2018, IEEE Transactions on Geoscience and Remote Sensing.

Multi-resolution classification of urban areas using hierarchical symmetric Markov mesh models

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2017, 2017 Joint Urban Remote Sensing Event (JURSE).

Multiscale unsupervised change detection by Markov random fields and wavelet transforms

Gabriele Moser, Sebastiano B. Serpico, Elena Angiati, 2007, SPIE Remote Sensing.

Land Surface Temperature Estimation from Passive Satellite Images using Support Vector Machines

Gabriele Moser, Sebastiano B. Serpico, Maciel Zortea, 2006, 2006 IEEE International Symposium on Geoscience and Remote Sensing.

Assimilation of SVM-based estimates of land surface temperature for the retrieval of surface energy balance components

Gabriele Moser, Sebastiano B. Serpico, Giorgio Boni, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

2015 IEEE GRSS Data Fusion Contest: Extremely High Resolution LiDAR and Optical Data [Technical Committees]

Gabriele Moser, Michal Shimoni, Devis Tuia, 2015 .

Classification of urban structural types with multisource data and structured models

Gabriele Moser, Hannes Taubenböck, Michael Wurm, 2015, 2015 Joint Urban Remote Sensing Event (JURSE).

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

Gabriele Moser, Sebastiano B. Serpico, Andrea Trucco, 2019, Energy Conversion and Management.

Multimodal Classification of Remote Sensing Images: A Review and Future Directions

Gabriele Moser, Luis Gómez-Chova, Gustau Camps-Valls, 2015, Proceedings of the IEEE.

Remote Sensing Data Fusion: Markov Models and Mathematical Morphology for Multisensor, Multiresolution, and Multiscale Image Classification

Jon Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, 2018 .

Unsupervised Change Detection From Multichannel SAR Data by Markovian Data Fusion

Gabriele Moser, Sebastiano B. Serpico, G. Moser, 2009, IEEE Transactions on Geoscience and Remote Sensing.

Report on the 2014 ieee GR ss Data Fusion contest: multiresolution Fusion of Thermal hyperspectral and Vis Data

Gabriele Moser, Devis Tuia, 2014 .

Unsupervised Change Detection in Multitemporal Images of the Human Retina

Jon Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, 2011 .

A Clustering Approach to Heterogeneous Change Detection

Gabriele Moser, Sebastiano B. Serpico, Robert Jenssen, 2017, SCIA.

Comparison of feature reduction techniques for classification of hyperspectral remote sensing data

Gabriele Moser, Sebastiano B. Serpico, Farid Melgani, 2003, SPIE Remote Sensing.

Combining Support Vector Machines and Markov Random Fields in an Integrated Framework for Contextual Image Classification

Gabriele Moser, Sebastiano B. Serpico, G. Moser, 2013, IEEE Transactions on Geoscience and Remote Sensing.

Processing of Extremely High Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contest—Part B: 3-D Contest

Gabriele Moser, Dirk Tiede, Debra F. Laefer, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Multichannel hierarchical image classification using multivariate copulas

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2012, Electronic Imaging.

Unsupervised Change-Detection inColorFundusImagesofthe HumanRetina

Gabriele Moser, J. A. Benediktsson, R. A. Karlsson, 2006 .

Frontiers in Spectral-Spatial Classification of Hyperspectral Images

Jon Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, 2018 .

Land-Cover Mapping by Markov Modeling of Spatial–Contextual Information in Very-High-Resolution Remote Sensing Images

Jon Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, 2013, Proceedings of the IEEE.

A Textural–Contextual Model for Unsupervised Segmentation of Multipolarization Synthetic Aperture Radar Images

Gabriele Moser, Sebastiano B. Serpico, Torbjørn Eltoft, 2013, IEEE Transactions on Geoscience and Remote Sensing.

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

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Partially supervised detection of changes from remote sensing images

Gabriele Moser, Sebastiano B. Serpico, Farid Melgani, 2002, IEEE International Geoscience and Remote Sensing Symposium.

Fusion of multitemporal and multiresolution remote sensing data and application to natural disasters

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Joint Classification of Multiresolution and Multisensor Data Using a Multiscale Markov Mesh Model

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

A Markovian Approach to Unsupervised Change Detection with Multiresolution and Multimodality SAR Data

Gabriele Moser, Sebastiano B. Serpico, David Solarna, 2018, Remote. Sens..

Change detection with synthetic aperture radar images by Wilcoxon statistic likelihood ratio test

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2012, 2012 19th IEEE International Conference on Image Processing.

Classification of multi-sensor remote sensing images using an adaptive hierarchical Markovian model

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

Code-Aligned Autoencoders for Unsupervised Change Detection in Multimodal Remote Sensing Images pdf

Gabriele Moser, Michael Kampffmeyer, Robert Jenssen, 2020, IEEE Transactions on Neural Networks and Learning Systems.

Monitoring the Recovery after 2016 Hurricane Matthew in Haiti via Markovian Multitemporal Region-Based Modeling

Gabriele Moser, Sebastiano B. Serpico, Giorgio Boni, 2021, Remote. Sens..

Experimental Comparison of Registration Methods for Multisensor Sar-Optical Data

Gabriele Moser, Sebastiano B. Serpico, Florence Tupin, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

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

Gabriele Moser, Sebastiano B. Serpico, Devis Tuia, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Semantic Segmentation of Remote Sensing Images Combining Hierarchical Probabilistic Graphical Models and Deep Convolutional Neural Networks

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Multisensor and Multiresolution Remote Sensing Image Classification through a Causal Hierarchical Markov Framework and Decision Tree Ensembles

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2021, Remote. Sens..

Road Extraction and Road Width Estimation Via Fusion of Aerial Optical Imagery, Geospatial Data, and Street-Level Images

Gabriele Moser, Sebastiano B. Serpico, Vladimir A. Krylov, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

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

Gabriele Moser, Michael Kampffmeyer, Robert Jenssen, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Traffic Zones Discretization and Origin-Destination Matrix Estimation by means of Transport Demand and Satellite Data Fusion

Gabriele Moser, Nicola Sacco, Francesco Rebora, 2021, 2021 IEEE International Intelligent Transportation Systems Conference (ITSC).

Hierarchical Probabilistic Graphical Models and Deep Convolutional Neural Networks for Remote Sensing Image Classification

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2021, 2021 29th European Signal Processing Conference (EUSIPCO).

Assessment of hyperspectral MIVIS sensor capability for heterogeneous landscape classification

Gabriele Moser, Filippo Catani, Giovanni Forzieri, 2012 .

Automatic Change Detection of Retinal Images

Jon Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, 2009 .

Land and Sea Surface Temperature Estimation by Support Vector Regression

Gabriele Moser, Sebastiano B. Serpico, 2009 .

Multichannel SAR Image Classification by Finite Mixtures, Copula Theory and Markov Random Fields

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2011 .

Diagnostics and Prognostics‐Oriented Modeling of an NGSR Fuel Processor for Application in SOFC Systems

Gabriele Moser, Andrea Trucco, Paola Costamagna, 2017 .

Modeling the Statistics of High Resolution Sar Images Modeling the Statistics of High Resolution Sar Images Modélisation Des Statistiques Des Images Radar (rso) Haute Résolution

Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia, 2022 .

Joint classification of panchromatic and multispectral images by multiresolution fusion through Markov random fields and graph cuts

Gabriele Moser, Sebastiano B. Serpico, G. Moser, 2011, 2011 17th International Conference on Digital Signal Processing (DSP).

Automatic Feature Extraction from Planetary Images

Jon Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, 2010 .