List of works - Jean-Yves Tourneret

A Hierarchical Bayesian Model Accounting for Endmember Variability and Abrupt Spectral Changes to Unmix Multitemporal Hyperspectral Images

A Tensor Factorization Method for 3-D Super Resolution With Application to Dental CT

scientific article published on 27 November 2018

A post nonlinear mixing model for hyperspectral images unmixing

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

article

Adaptive Markov random fields for joint unmixing and segmentation of hyperspectral images

scientific article

Bayesian compressed sensing in ultrasound imaging

Bayesian estimation of linear mixtures using the normal compositional model. Application to hyperspectral imagery.

scientific article published on 8 March 2010

Bayesian estimation of the multifractality parameter for image texture using a whittle approximation. ⬇️

scientific article

Bilinear models for nonlinear unmixing of hyperspectral images

Enhancing Hyperspectral Image Unmixing With Spatial Correlations

Estimating the Number of Endmembers in Hyperspectral Images Using the Normal Compositional Model and a Hierarchical Bayesian Algorithm

article

Estimating the granularity coefficient of a Potts-Markov random field within a Markov chain Monte Carlo algorithm.

scientific article published in June 2013

Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation ⬇️

scientific article published on 20 July 2015

Fast Single Image Super-resolution using a New Analytical Solution for <i>l</i>₂-<i>l</i>₂ Problems

scientific article published on 11 May 2016

Fusion of Magnetic Resonance and Ultrasound Images for Endometriosis Detection

scientific article published on 28 February 2020

Hierarchical Bayesian sparse image reconstruction with application to MRFM.

scientific article published on 29 May 2009

Hyperspectral Pansharpening: A Review

Hyperspectral and Multispectral Image Fusion Based on a Sparse Representation

Joint spectral classification and unmixing using adaptative pixel neighborhoods

Labeling skin tissues in ultrasound images using a generalized Rayleigh mixture model

Markov random fields for joint unmixing and segmentation of hyperspectral images

Nonlinear Unmixing of Hyperspectral Images Using a Generalized Bilinear Model

article

Nonlinearity detection in hyperspectral images using a polynomial post-nonlinear mixing model.

scientific article published on 23 July 2012

Online Unmixing of Multitemporal Hyperspectral Images Accounting for Spectral Variability ⬇️

scientific article published on 9 June 2016

R-FUSE: Robust Fast Fusion of Multiband Images Based on Solving a Sylvester Equation ⬇️

Real-time 3D reconstruction from single-photon lidar data using plug-and-play point cloud denoisers

scientific article published on 01 November 2019

Residual component analysis of hyperspectral images--application to joint nonlinear unmixing and nonlinearity detection.

scientific article published in May 2014

Robust Optical Flow Estimation in Cardiac Ultrasound Images Using a Sparse Representation

scientific article published on 18 September 2018

Seeing around corners with edge-resolved transient imaging

scientific article published on 23 November 2020

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

scientific article published on March 12, 2012

Supervised nonlinear spectral unmixing using a polynomial post nonlinear model for hyperspectral imagery

Supervised nonlinear spectral unmixing using a postnonlinear mixing model for hyperspectral imagery

scientific article

Ultrasound Image Deconvolution Using Fundamental and Harmonic Images

scientific article published on 01 October 2020

Unmixing hyperspectral images using Markov random fields

Unmixing hyperspectral images using the generalized bilinear model

article published in 2011

Unsupervised Bayesian linear unmixing of gene expression microarrays

scientific article

Unsupervised Unmixing of Hyperspectral Images Accounting for Endmember Variability. ⬇️

scientific article published on 21 August 2015

Unsupervised nonlinear unmixing of hyperspectral images using Gaussian processes

Unsupervised post-nonlinear unmixing of hyperspectral images using a Hamiltonian Monte Carlo algorithm

scientific article published on 26 March 2014

List of works by Jean-Yves Tourneret

A Hierarchical Bayesian Model Accounting for Endmember Variability and Abrupt Spectral Changes to Unmix Multitemporal Hyperspectral Images

A Tensor Factorization Method for 3-D Super Resolution With Application to Dental CT

A post nonlinear mixing model for hyperspectral images unmixing

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

Adaptive Markov random fields for joint unmixing and segmentation of hyperspectral images

Bayesian compressed sensing in ultrasound imaging

Bayesian estimation of linear mixtures using the normal compositional model. Application to hyperspectral imagery.

Bayesian estimation of the multifractality parameter for image texture using a whittle approximation. ⬇️

Bilinear models for nonlinear unmixing of hyperspectral images

Enhancing Hyperspectral Image Unmixing With Spatial Correlations

Estimating the Number of Endmembers in Hyperspectral Images Using the Normal Compositional Model and a Hierarchical Bayesian Algorithm

Estimating the granularity coefficient of a Potts-Markov random field within a Markov chain Monte Carlo algorithm.

Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation ⬇️

Fast Single Image Super-resolution using a New Analytical Solution for <i>l</i>₂-<i>l</i>₂ Problems

Fusion of Magnetic Resonance and Ultrasound Images for Endometriosis Detection

Hierarchical Bayesian sparse image reconstruction with application to MRFM.

Hyperspectral Pansharpening: A Review

Hyperspectral and Multispectral Image Fusion Based on a Sparse Representation

Joint spectral classification and unmixing using adaptative pixel neighborhoods

Labeling skin tissues in ultrasound images using a generalized Rayleigh mixture model

Markov random fields for joint unmixing and segmentation of hyperspectral images

Nonlinear Unmixing of Hyperspectral Images Using a Generalized Bilinear Model

Nonlinearity detection in hyperspectral images using a polynomial post-nonlinear mixing model.

Online Unmixing of Multitemporal Hyperspectral Images Accounting for Spectral Variability ⬇️

R-FUSE: Robust Fast Fusion of Multiband Images Based on Solving a Sylvester Equation ⬇️

Real-time 3D reconstruction from single-photon lidar data using plug-and-play point cloud denoisers

Residual component analysis of hyperspectral images--application to joint nonlinear unmixing and nonlinearity detection.

Robust Optical Flow Estimation in Cardiac Ultrasound Images Using a Sparse Representation

Seeing around corners with edge-resolved transient imaging

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

Supervised nonlinear spectral unmixing using a polynomial post nonlinear model for hyperspectral imagery

Supervised nonlinear spectral unmixing using a postnonlinear mixing model for hyperspectral imagery

Ultrasound Image Deconvolution Using Fundamental and Harmonic Images

Unmixing hyperspectral images using Markov random fields

Unmixing hyperspectral images using the generalized bilinear model

Unsupervised Bayesian linear unmixing of gene expression microarrays

Unsupervised Unmixing of Hyperspectral Images Accounting for Endmember Variability. ⬇️

Unsupervised nonlinear unmixing of hyperspectral images using Gaussian processes

Unsupervised post-nonlinear unmixing of hyperspectral images using a Hamiltonian Monte Carlo algorithm

Variational methods for spectral unmixing of hyperspectral images