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Joint Bayesian Endmember Extraction and Linear Unmixing for Hyperspectral Imagery

IEEE transactions on signal processing, 2009-11, Vol.57 (11), p.4355-4368

2009

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Segmentation of Skin Lesions in 2-D and 3-D Ultrasound Images Using a Spatially Coherent Generalized Rayleigh Mixture Model

IEEE transactions on medical imaging, 2012-08, Vol.31 (8), p.1509-1520

2012

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Hierarchical Bayesian Sparse Image Reconstruction With Application to MRFM

IEEE transactions on image processing, 2009-09, Vol.18 (9), p.2059-2070

2009

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Joint Segmentation of Piecewise Constant Autoregressive Processes by Using a Hierarchical Model and a Bayesian Sampling Approach

IEEE transactions on signal processing, 2007-04, Vol.55 (4), p.1251-1263

2007

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Nonlinear Unmixing of Hyperspectral Images Using a Generalized Bilinear Model

IEEE transactions on geoscience and remote sensing, 2011-11, Vol.49 (11), p.4153-4162

2011

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Foreword to the Special Issue on Quality Improvements of Remote Sensing Data

IEEE journal of selected topics in applied earth observations and remote sensing, 2018-03, Vol.11 (3), p.687-690

2018

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Supervised Nonlinear Spectral Unmixing Using a Postnonlinear Mixing Model for Hyperspectral Imagery

IEEE transactions on image processing, 2012-06, Vol.21 (6), p.3017-3025

2012

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Enhancing Hyperspectral Image Unmixing With Spatial Correlations

IEEE transactions on geoscience and remote sensing, 2011-11, Vol.49 (11), p.4239-4247

2011

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Estimating the Granularity Coefficient of a Potts-Markov Random Field Within a Markov Chain Monte Carlo Algorithm

IEEE transactions on image processing, 2013-06, Vol.22 (6), p.2385-2397

2013

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Semi-Supervised Linear Spectral Unmixing Using a Hierarchical Bayesian Model for Hyperspectral Imagery

IEEE transactions on signal processing, 2008-07, Vol.56 (7), p.2684-2695

2008

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RFI-DRUnet: Restoring dynamic spectra corrupted by radio frequency interference—Application to pulsar observations

Astronomy and computing, 2024-04, Vol.47, p.100822, Article 100822

2024

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Adaptive Markov Random Fields for Joint Unmixing and Segmentation of Hyperspectral Images

IEEE transactions on image processing, 2013-01, Vol.22 (1), p.5-16

2013

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A Bayesian approach for the joint estimation of the multifractality parameter and integral scale based on the Whittle approximation

2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2015, p.3886-3890

2015

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Minimum Mean Square Distance Estimation of a Subspace

IEEE transactions on signal processing, 2011-12, Vol.59 (12), p.5709-5720

2011

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MCMC Algorithms for Supervised and Unsupervised Linear Unmixing of Hyperspectral Images

EAS Publications Series, 2013-01, Vol.59, p.381-401

2013

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Hyperspectral Image Unmixing Using a Multiresolution Sticky HDP

IEEE transactions on signal processing, 2012-04, Vol.60 (4), p.1656-1671

2012

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Linear and Nonlinear Unmixing in Hyperspectral Imaging

Data Handling in Science and Technology, 2016, Vol.30 (Chapter 6), p.185-224

2016

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Joint Segmentation of Multivariate Astronomical Time Series: Bayesian Sampling With a Hierarchical Model

IEEE transactions on signal processing, 2007-02, Vol.55 (2), p.414-423

2007

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A robust test for nonlinear mixture detection in hyperspectral images

2013 IEEE International Conference on Acoustics, Speech and Signal Processing, 2013, p.2149-2153

2013

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Unsupervised nonlinear unmixing of hyperspectral images using Gaussian processes

2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012, p.1249-1252

2012

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Bayesian subspace estimation using CS decomposition

2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012, p.2437-2440

2012

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Bayesian estimation of a subspace

2011 Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers (ASILOMAR), 2011, p.629-633

2011

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Library-based linear unmixing for hyperspectral imagery via reversible jump MCMC sampling

2009 IEEE Aerospace conference, 2009, p.1-6

2009

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A reversible-jump mcmc algorithm for estimating the number of endmembers in the normal compositional model application to the unmixing of hyperspectral images

2010 IEEE International Conference on Acoustics, Speech and Signal Processing, 2010, p.1222-1225

2010

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Spectral Unmixing of Hyperspectral Images using a Hierarchical Bayesian Model

2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07, 2007, Vol.3, p.III-1209-III-1212

2007

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Joint Bayesian Endmember Extraction and Linear Unmixing for Hyperspectral Imagery

Segmentation of Skin Lesions in 2-D and 3-D Ultrasound Images Using a Spatially Coherent Generalized Rayleigh Mixture Model

Hierarchical Bayesian Sparse Image Reconstruction With Application to MRFM

Joint Segmentation of Piecewise Constant Autoregressive Processes by Using a Hierarchical Model and a Bayesian Sampling Approach

Nonlinear Unmixing of Hyperspectral Images Using a Generalized Bilinear Model

Foreword to the Special Issue on Quality Improvements of Remote Sensing Data

Supervised Nonlinear Spectral Unmixing Using a Postnonlinear Mixing Model for Hyperspectral Imagery

Enhancing Hyperspectral Image Unmixing With Spatial Correlations

Estimating the Granularity Coefficient of a Potts-Markov Random Field Within a Markov Chain Monte Carlo Algorithm

Semi-Supervised Linear Spectral Unmixing Using a Hierarchical Bayesian Model for Hyperspectral Imagery

RFI-DRUnet: Restoring dynamic spectra corrupted by radio frequency interference—Application to pulsar observations

Adaptive Markov Random Fields for Joint Unmixing and Segmentation of Hyperspectral Images

A Bayesian approach for the joint estimation of the multifractality parameter and integral scale based on the Whittle approximation

Minimum Mean Square Distance Estimation of a Subspace

MCMC Algorithms for Supervised and Unsupervised Linear Unmixing of Hyperspectral Images

Hyperspectral Image Unmixing Using a Multiresolution Sticky HDP

Linear and Nonlinear Unmixing in Hyperspectral Imaging

Joint Segmentation of Multivariate Astronomical Time Series: Bayesian Sampling With a Hierarchical Model

A robust test for nonlinear mixture detection in hyperspectral images

Unsupervised nonlinear unmixing of hyperspectral images using Gaussian processes

Bayesian subspace estimation using CS decomposition

Bayesian estimation of a subspace

Library-based linear unmixing for hyperspectral imagery via reversible jump MCMC sampling

A reversible-jump mcmc algorithm for estimating the number of endmembers in the normal compositional model application to the unmixing of hyperspectral images

Spectral Unmixing of Hyperspectral Images using a Hierarchical Bayesian Model

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