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Classification of hyperspectral remote sensing images with support vector machines

IEEE transactions on geoscience and remote sensing, 2004-08, Vol.42 (8), p.1778-1790

2004

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Automatic Analysis of GPR Images: A Pattern-Recognition Approach

IEEE transactions on geoscience and remote sensing, 2009-07, Vol.47 (7), p.2206-2217

2009

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Classification of Electrocardiogram Signals With Support Vector Machines and Particle Swarm Optimization

IEEE transactions on information technology in biomedicine, 2008-09, Vol.12 (5), p.667-677

2008

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Contextual reconstruction of cloud-contaminated multitemporal multispectral images

IEEE transactions on geoscience and remote sensing, 2006-02, Vol.44 (2), p.442-455

Melgani, F.

2006

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An unsupervised approach based on the generalized Gaussian model to automatic change detection in multitemporal SAR images

IEEE transactions on geoscience and remote sensing, 2005-04, Vol.43 (4), p.874-887

2005

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Toward an Optimal SVM Classification System for Hyperspectral Remote Sensing Images

IEEE transactions on geoscience and remote sensing, 2006-11, Vol.44 (11), p.3374-3385

2006

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Nearest Neighbor Classification of Remote Sensing Images With the Maximal Margin Principle

IEEE transactions on geoscience and remote sensing, 2008-06, Vol.46 (6), p.1804-1811

2008

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Clustering of Hyperspectral Images Based on Multiobjective Particle Swarm Optimization

IEEE transactions on geoscience and remote sensing, 2009-12, Vol.47 (12), p.4175-4188

2009

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Semisupervised PSO-SVM Regression for Biophysical Parameter Estimation

IEEE transactions on geoscience and remote sensing, 2007-06, Vol.45 (6), p.1887-1895

2007

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A Multiobjective Genetic SVM Approach for Classification Problems With Limited Training Samples

IEEE transactions on geoscience and remote sensing, 2009-06, Vol.47 (6), p.1707-1718

2009

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Robust multiple estimator systems for the analysis of biophysical parameters from remotely sensed data

IEEE transactions on geoscience and remote sensing, 2005-01, Vol.43 (1), p.159-174

2005

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Automatic identification of the number and values of decision thresholds in the log-ratio image for change detection in SAR images

IEEE geoscience and remote sensing letters, 2006-07, Vol.3 (3), p.349-353

2006

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Contextual Spatiospectral Postreconstruction of Cloud-Contaminated Images

IEEE geoscience and remote sensing letters, 2008-04, Vol.5 (2), p.204-208

2008

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A Markov random field approach to spatio-temporal contextual image classification

IEEE transactions on geoscience and remote sensing, 2003-11, Vol.41 (11), p.2478-2487

2003

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Markovian Fusion Approach to Robust Unsupervised Change Detection in Remotely Sensed Imagery

IEEE geoscience and remote sensing letters, 2006-10, Vol.3 (4), p.457-461

2006

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Automatic Ground-Truth Validation With Genetic Algorithms for Multispectral Image Classification

IEEE transactions on geoscience and remote sensing, 2009-07, Vol.47 (7), p.2172-2181

2009

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Robust support vector regression for biophysical variable estimation from remotely sensed images

IEEE geoscience and remote sensing letters, 2006-07, Vol.3 (3), p.339-343

2006

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Genetic SVM Approach to Semisupervised Multitemporal Classification

IEEE geoscience and remote sensing letters, 2008-04, Vol.5 (2), p.212-216

2008

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Swarm Intelligence Approach to Wavelet Design for Hyperspectral Image Classification

IEEE geoscience and remote sensing letters, 2009-10, Vol.6 (4), p.825-829

2009

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Gaussian Process Approach to Remote Sensing Image Classification

IEEE transactions on geoscience and remote sensing, 2010-01, Vol.48 (1), p.186-197

2010

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Missing-Area Reconstruction in Multispectral Images Under a Compressive Sensing Perspective

IEEE transactions on geoscience and remote sensing, 2013-07, Vol.51 (7), p.3998-4008

2013

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Support Vector Regression in Spectrophotometry: An Experimental Study

Critical reviews in analytical chemistry, 2012-07, Vol.42 (3), p.214-219

2012

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Multivariate analysis as a tool for Ion Beam Induced Luminescence (IBIL) spectra interpretation

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy, 2011-10, Vol.81 (1), p.353-358

2011

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A Complete Processing Chain for Shadow Detection and Reconstruction in VHR Images

IEEE transactions on geoscience and remote sensing, 2012-09, Vol.50 (9), p.3440-3452

2012

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Active Learning Methods for Electrocardiographic Signal Classification

IEEE transactions on information technology in biomedicine, 2010-11, Vol.14 (6), p.1405-1416

2010

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Classification of hyperspectral remote sensing images with support vector machines

Automatic Analysis of GPR Images: A Pattern-Recognition Approach

Classification of Electrocardiogram Signals With Support Vector Machines and Particle Swarm Optimization

Contextual reconstruction of cloud-contaminated multitemporal multispectral images

An unsupervised approach based on the generalized Gaussian model to automatic change detection in multitemporal SAR images

Toward an Optimal SVM Classification System for Hyperspectral Remote Sensing Images

Nearest Neighbor Classification of Remote Sensing Images With the Maximal Margin Principle

Clustering of Hyperspectral Images Based on Multiobjective Particle Swarm Optimization

Semisupervised PSO-SVM Regression for Biophysical Parameter Estimation

A Multiobjective Genetic SVM Approach for Classification Problems With Limited Training Samples

Robust multiple estimator systems for the analysis of biophysical parameters from remotely sensed data

Automatic identification of the number and values of decision thresholds in the log-ratio image for change detection in SAR images

Contextual Spatiospectral Postreconstruction of Cloud-Contaminated Images

A Markov random field approach to spatio-temporal contextual image classification

Markovian Fusion Approach to Robust Unsupervised Change Detection in Remotely Sensed Imagery

Automatic Ground-Truth Validation With Genetic Algorithms for Multispectral Image Classification

Robust support vector regression for biophysical variable estimation from remotely sensed images

Genetic SVM Approach to Semisupervised Multitemporal Classification

Swarm Intelligence Approach to Wavelet Design for Hyperspectral Image Classification

Gaussian Process Approach to Remote Sensing Image Classification

Missing-Area Reconstruction in Multispectral Images Under a Compressive Sensing Perspective

Support Vector Regression in Spectrophotometry: An Experimental Study

Multivariate analysis as a tool for Ion Beam Induced Luminescence (IBIL) spectra interpretation

A Complete Processing Chain for Shadow Detection and Reconstruction in VHR Images

Active Learning Methods for Electrocardiographic Signal Classification

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