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Jean-Yves Tourneret

Université de Toulouse, IRIT-ENSEEIHT, CNRS, Toulouse, France

Unsupervised crop anomaly detection at the parcel-level using optical and SAR images: application to wheat and rapeseed crops

Apr 17, 2020
Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Hervé Poilvé Guillaume Rieu, Jean-Yves Tourneret


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Seeing Around Corners with Edge-Resolved Transient Imaging

Feb 17, 2020
Joshua Rapp, Charles Saunders, Julián Tachella, John Murray-Bruce, Yoann Altmann, Jean-Yves Tourneret, Stephen McLaughlin, Robin M. A. Dawson, Franco N. C. Wong, Vivek K Goyal

* Includes manuscript (14 pages) and supplement (24 pages) 

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

Jul 26, 2018
Janka Hatvani, Adrian Basarab, Jean-Yves Tourneret, Miklós Gyöngy, Denis Kouamé

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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A Fast Algorithm Based on a Sylvester-like Equation for LS Regression with GMRF Prior

Oct 09, 2017
Qi Wei, Emilie Chouzenoux, Jean-Yves Tourneret, Jean-Christophe Pesquet


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An unsupervised bayesian approach for the joint reconstruction and classification of cutaneous reflectance confocal microscopy images

Mar 04, 2017
Abdelghafour Halimi, Hadj Batatia, Jimmy Le Digabel, Gwendal Josse, Jean-Yves Tourneret

* 23 pages, 8 figures 

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Online Unmixing of Multitemporal Hyperspectral Images accounting for Spectral Variability

Jun 06, 2016
Pierre-Antoine Thouvenin, Nicolas Dobigeon, Jean-Yves Tourneret

* 27 pages, 11 figures, accepted in IEEE Trans. Image Process., 2016 

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Joint Segmentation and Deconvolution of Ultrasound Images Using a Hierarchical Bayesian Model based on Generalized Gaussian Priors

May 02, 2016
Ningning Zhao, Adrian Basarab, Denis Kouame, Jean-Yves Tourneret


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Fast Single Image Super-Resolution

May 02, 2016
Ningning Zhao, Qi Wei, Adrian Basarab, Nicolas Dobigeon, Denis Kouame, Jean-Yves Tourneret


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Unsupervised Nonlinear Spectral Unmixing based on a Multilinear Mixing Model

Apr 14, 2016
Qi Wei, Marcus Chen, Jean-Yves Tourneret, Simon Godsill


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R-FUSE: Robust Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation

Apr 06, 2016
Qi Wei, Nicolas Dobigeon, Jean-Yves Tourneret, Jose Bioucas-Dias, Simon Godsill

* arXiv admin note: substantial text overlap with arXiv:1502.03121 

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Multi-Band Image Fusion Based on Spectral Unmixing

Mar 29, 2016
Qi Wei, Jose Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret, Marcus Chen, Simon Godsill


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Fast Spectral Unmixing based on Dykstra's Alternating Projection

May 07, 2015
Qi Wei, Jose Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret

* 11 pages 

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Hyperspectral pansharpening: a review

Apr 17, 2015
Laetitia Loncan, Luis B. Almeida, José M. Bioucas-Dias, Xavier Briottet, Jocelyn Chanussot, Nicolas Dobigeon, Sophie Fabre, Wenzhi Liao, Giorgio A. Licciardi, Miguel Simões, Jean-Yves Tourneret, Miguel A. Veganzones, Gemine Vivone, Qi Wei, Naoto Yokoya


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Bayesian estimation of the multifractality parameter for image texture using a Whittle approximation

Apr 09, 2015
SĂ©bastien Combrexelle, Herwig Wendt, Nicolas Dobigeon, Jean-Yves Tourneret, Steve McLaughlin, Patrice Abry

* IEEE T. Image Proces., vol. 24, no. 8, pp. 2540-2551, Aug. 2015 

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Nonparametric Detection of Nonlinearly Mixed Pixels and Endmember Estimation in Hyperspectral Images

Mar 18, 2015
Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard, Jean-Yves Tourneret


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

Feb 10, 2015
Qi Wei, Nicolas Dobigeon, Jean-Yves Tourneret


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Hyperspectral and Multispectral Image Fusion based on a Sparse Representation

Sep 19, 2014
Qi Wei, José Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret


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Bayesian Fusion of Multi-Band Images

Aug 26, 2014
Qi Wei, Nicolas Dobigeon, Jean-Yves Tourneret


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Joint Bayesian estimation of close subspaces from noisy measurements

Oct 01, 2013
Olivier Besson, Nicolas Dobigeon, Jean-Yves Tourneret

* Submitted for publication in IEEE Signal Process. Letters 

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Nonlinear unmixing of hyperspectral images: models and algorithms

Jul 18, 2013
Nicolas Dobigeon, Jean-Yves Tourneret, Cédric Richard, José C. M. Bermudez, Stephen McLaughlin, Alfred O. Hero


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Nonlinear spectral unmixing of hyperspectral images using Gaussian processes

Jul 23, 2012
Yoann Altmann, Nicolas Dobigeon, Steve McLaughlin, Jean-Yves Tourneret


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Minimum mean square distance estimation of a subspace

Jan 18, 2011
Olivier Besson, Nicolas Dobigeon, Jean-Yves Tourneret


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Bayesian orthogonal component analysis for sparse representation

Jan 04, 2010
Nicolas Dobigeon, Jean-Yves Tourneret

* IEEE Trans. Signal Processing, vol. 58. no. 5, pp. 2675-2685, May 2010 
* Revised version. Accepted to IEEE Trans. Signal Processing 

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