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

IEEE transactions on geoscience and remote sensing, 2013-05, Vol.51 (5), p.2734-2752

2013

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

Remote sensing (Basel, Switzerland), 2021-03, Vol.13 (5), p.849

2021

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

Remote sensing (Basel, Switzerland), 2018-11, Vol.10 (11), p.1671

2018

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Multimodal Fusion of Mobility Demand Data and Remote Sensing Imagery for Urban Land-Use and Land-Cover Mapping

Remote sensing (Basel, Switzerland), 2022-07, Vol.14 (14), p.3370

2022

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

IEEE transactions on geoscience and remote sensing, 2013-04, Vol.51 (4), p.2442-2453

2013

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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, 2022, Vol.60, p.1-16

2022

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

Energy conversion and management, 2019-01, Vol.180, p.281-291

2019

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

Proceedings of the IEEE, 2013-03, Vol.101 (3), p.631-651

2013

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

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-15

2022

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

IEEE geoscience and remote sensing letters, 2024-01, Vol.21 (21), p.1-1

2024

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

IEEE transactions on image processing, 2013-10, Vol.22 (10), p.3791-3806

2013

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

IEEE transactions on geoscience and remote sensing, 2006-10, Vol.44 (10), p.2972-2982

2006

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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, 2020-09, Vol.58 (9), p.6039-6058

2020

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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, 2018-09, Vol.6 (3), p.10-43

2018

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

IEEE transactions on geoscience and remote sensing, 2016-07, Vol.54 (7), p.3953-3966

2016

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

IEEE transactions on geoscience and remote sensing, 2014-06, Vol.52 (6), p.3346-3358

2014

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

IEEE geoscience and remote sensing letters, 2017-12, Vol.14 (12), p.2448-2452

2017

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Unsupervised Change Detection From Multichannel SAR Data by Markovian Data Fusion

IEEE transactions on geoscience and remote sensing, 2009-07, Vol.47 (7), p.2114-2128

2009

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False Discovery Rate Approach to Unsupervised Image Change Detection

IEEE transactions on image processing, 2016-10, Vol.25 (10), p.4704-4718

2016

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

Proceedings of the IEEE, 2012-10, Vol.100 (10), p.2946-2970

2012

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

IEEE transactions on image processing, 2006-06, Vol.15 (6), p.1429-1442

2006

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Fully Convolutional and Feedforward Networks for The Semantic Segmentation of Remotely Sensed Images

2022 IEEE International Conference on Image Processing (ICIP), 2022, p.1876-1880

2022

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A new search algorithm for feature selection in hyperspectral remote sensing images

IEEE transactions on geoscience and remote sensing, 2001-07, Vol.39 (7), p.1360-1367

2001

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

IEEE geoscience and remote sensing letters, 2013-01, Vol.10 (1), p.96-100

2013

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

IEEE transactions on geoscience and remote sensing, 2009-03, Vol.47 (3), p.909-921

2009

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

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

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

Multimodal Fusion of Mobility Demand Data and Remote Sensing Imagery for Urban Land-Use and Land-Cover Mapping

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

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

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

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

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

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

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

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

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

New Frontiers in Spectral-Spatial Hyperspectral Image Classification: The Latest Advances Based on Mathematical Morphology, Markov Random Fields, Segmentation, Sparse Representation, and Deep Learning

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

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

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

Unsupervised Change Detection From Multichannel SAR Data by Markovian Data Fusion

False Discovery Rate Approach to Unsupervised Image Change Detection

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

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

Fully Convolutional and Feedforward Networks for The Semantic Segmentation of Remotely Sensed Images

A new search algorithm for feature selection in hyperspectral remote sensing images

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

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

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