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1

Toward Fast Transform Learning

Chabiron, Olivier, Malgouyres, François, Tourneret, Jean-Yves, Dobigeon, Nicolas

Journal:

International Journal of Computer Vision

Year:

2015

Language:

english

File:

PDF, 2.96 MB

english, 2015

2

Spectral mixture analysis of EELS spectrum-images

Dobigeon, Nicolas, Brun, Nathalie

Journal:

Ultramicroscopy

Year:

2012

Language:

english

File:

PDF, 1.13 MB

english, 2012

3

Nonlinear Unmixing of Hyperspectral Images: Models and Algorithms

Dobigeon, Nicolas, Tourneret, Jean-Yves, Richard, Cedric, Bermudez, Jose Carlos M., McLaughlin, Stephen, Hero, Alfred O.

Journal:

IEEE Signal Processing Magazine

Year:

2014

Language:

english

File:

PDF, 2.03 MB

english, 2014

4

Hyperspectral Pansharpening: A Review

Loncan, Laetitia, de Almeida, Luis B., Bioucas-Dias, Jose M., Briottet, Xavier, Chanussot, Jocelyn, Dobigeon, Nicolas, Fabre, Sophie, Liao, Wenzhi, Licciardi, Giorgio A., Simoes, Miguel, Tourneret, Je

Journal:

IEEE Geoscience and Remote Sensing Magazine

Year:

2015

Language:

english

File:

PDF, 3.17 MB

english, 2015

5

Split-and-Augmented Gibbs Sampler—Application to Large-Scale Inference Problems

Vono, Maxime, Dobigeon, Nicolas, Chainais, Pierre

Journal:

IEEE Transactions on Signal Processing

Year:

2019

Language:

english

File:

PDF, 12 KB

english, 2019

6

[IEEE 2020 IEEE 11th Sensor Array and Multichannel Signal Processing Workshop (SAM) - Hangzhou, China (2020.6.8-2020.6.11)] 2020 IEEE 11th Sensor Array and Multichannel Signal Processing Workshop (SAM) - Fusion of hyperspectral and multispectral infrared astronomical images

Guilloteau, Claire, Oberlin, Thomas, Berne, Olivier, Dobigeon, Nicolas

Year:

2020

File:

PDF, 2.33 MB

2020

7

Simulated JWST Data Sets for Multispectral and Hyperspectral Image Fusion

Guilloteau, Claire, Oberlin, Thomas, BernÃ©, Olivier, Habart, Ãmilie, Dobigeon, Nicolas

Journal:

The Astronomical Journal

Year:

2020

File:

PDF, 6.43 MB

2020

8

Matrix Cofactorization for Joint SpatialâSpectral Unmixing of Hyperspectral Images

Lagrange, Adrien, Fauvel, Mathieu, May, Stephane, Dobigeon, Nicolas

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2020

File:

PDF, 17.62 MB

2020

9

Hierarchical Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing with Spectral Variability

Uezato, Tatsumi, Fauvel, Mathieu, Dobigeon, Nicolas

Journal:

Year:

2020

File:

PDF, 1.13 MB

2020

10

Hyperspectral and Multispectral Image Fusion Under Spectrally Varying Spatial Blurs â Application to High Dimensional Infrared Astronomical Imaging

Guilloteau, Claire, Oberlin, Thomas, Berne, Olivier, Dobigeon, Nicolas

Journal:

IEEE Transactions on Computational Imaging

Year:

2020

File:

PDF, 2.72 MB

2020

11

Joint segmentation of wind speed and direction using a hierarchical model

Nicolas Dobigeon, Jean-Yves Tourneret

Journal:

Computational Statistics & Data Analysis

Year:

2007

Language:

english

File:

PDF, 479 KB

english, 2007

12

Bayesian separation of spectral sources under non-negativity and full additivity constraints

Nicolas Dobigeon, Saïd Moussaoui, Jean-Yves Tourneret, Cédric Carteret

Journal:

Signal Processing

Year:

2009

Language:

english

File:

PDF, 603 KB

english, 2009

13

[IEEE IGARSS 2011 - 2011 IEEE International Geoscience and Remote Sensing Symposium - Vancouver, BC, Canada (2011.07.24-2011.07.29)] 2011 IEEE International Geoscience and Remote Sensing Symposium - A post nonlinear mixing model for hyperspectral images unmixing

Altmann, Yoann, Halimi, Abderrahim, Dobigeon, Nicolas, Tourneret, Jean-Yves

Year:

2011

Language:

english

File:

PDF, 421 KB

english, 2011

14

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

Nicolas Dobigeon, Jean-Yves Tourneret, Jeffrey D. Scargle

Journal:

IEEE Transactions on Signal Processing

Year:

2007

Language:

english

File:

PDF, 687 KB

english, 2007

15

Semi-Blind Sparse Image Reconstruction With Application to MRFM

Park, Se Un, Dobigeon, Nicolas, Hero, Alfred O.

Journal:

IEEE Transactions on Image Processing

Year:

2012

Language:

english

File:

PDF, 948 KB

english, 2012

16

Bayesian Estimation of Linear Mixtures Using the Normal Compositional Model. Application to Hyperspectral Imagery

Eches, Olivier, Dobigeon, Nicolas, Mailhes, Corinne, Tourneret, Jean-Yves

Journal:

IEEE Transactions on Image Processing

Year:

2010

Language:

english

File:

PDF, 1.57 MB

english, 2010

17

Minimum Mean Square Distance Estimation of a Subspace

Besson, Olivier, Dobigeon, Nicolas, Tourneret, Jean-Yves

Journal:

IEEE Transactions on Signal Processing

Year:

2011

Language:

english

File:

PDF, 945 KB

english, 2011

18

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

Altmann, Yoann, Halimi, Abderrahim, Dobigeon, Nicolas, Tourneret, Jean-Yves

Journal:

IEEE Transactions on Image Processing

Year:

2012

Language:

english

File:

PDF, 2.43 MB

english, 2012

19

Unsupervised Bayesian linear unmixing of gene expression microarrays

Cécile Bazot, Nicolas Dobigeon, Jean-Yves Tourneret, Aimee K Zaas…

Journal:

BMC Bioinformatics

Year:

2013

Language:

english

File:

PDF, 1.04 MB

english, 2013

20

[IEEE 2011 IEEE Statistical Signal Processing Workshop (SSP) - Nice, France (2011.06.28-2011.06.30)] 2011 IEEE Statistical Signal Processing Workshop (SSP) - Bayesian segmentation of chest tumors in pet scans using a Poisson-Gamma mixture model

Irace, Zacharie, Pereyra, Marcelo, Dobigeon, Nicolas, Batatia, Hadj

Year:

2011

Language:

english

File:

PDF, 607 KB

english, 2011

21

Nonlinearity Detection in Hyperspectral Images Using a Polynomial Post-Nonlinear Mixing Model

Altmann, Yoann, Dobigeon, Nicolas, Tourneret, Jean-Yves

Journal:

IEEE Transactions on Image Processing

Year:

2013

Language:

english

File:

PDF, 829 KB

english, 2013

22

Nonlinear Spectral Unmixing of Hyperspectral Images Using Gaussian Processes

Altmann, Yoann, Dobigeon, Nicolas, McLaughlin, Steve, Tourneret, Jean-Yves

Journal:

IEEE Transactions on Signal Processing

Year:

2013

Language:

english

File:

PDF, 3.21 MB

english, 2013

23

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

Dobigeon, Nicolas, Tourneret, Jean-Yves, Chang, Chein-I

Journal:

IEEE Transactions on Signal Processing

Year:

2008

Language:

english

File:

PDF, 1.29 MB

english, 2008

24

Residual Component Analysis of Hyperspectral Images—Application to Joint Nonlinear Unmixing and Nonlinearity Detection

Altmann, Yoann, Dobigeon, Nicolas, McLaughlin, Steve, Tourneret, Jean-Yves

Journal:

IEEE Transactions on Image Processing

Year:

2014

Language:

english

File:

PDF, 3.49 MB

english, 2014

25

Unsupervised Post-Nonlinear Unmixing of Hyperspectral Images Using a Hamiltonian Monte Carlo Algorithm

Altmann, Yoann, Dobigeon, Nicolas, Tourneret, Jean-Yves

Journal:

IEEE Transactions on Image Processing

Year:

2014

Language:

english

File:

PDF, 3.85 MB

english, 2014

26

Variational semi-blind sparse deconvolution with orthogonal kernel bases and its application to MRFM

Park, Se Un, Dobigeon, Nicolas, Hero, Alfred O.

Journal:

Signal Processing

Year:

2014

Language:

english

File:

PDF, 7.39 MB

english, 2014

27

A Comparison of Nonlinear Mixing Models for Vegetated Areas Using Simulated and Real Hyperspectral Data

Dobigeon, Nicolas, Tits, Laurent, Somers, Ben, Altmann, Yoann, Coppin, Pol

Journal:

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Year:

2014

Language:

english

File:

PDF, 1.63 MB

english, 2014

28

[IEEE 2007 IEEE/SP 14th Workshop on Statistical Signal Processing - Madison, WI, USA (2007.08.26-2007.08.29)] 2007 IEEE/SP 14th Workshop on Statistical Signal Processing - Blind Unmixing of Linear Mixtures using a Hierarchical Bayesian Model. Application to Spectroscopic Signal Analysis

Dobigeon, Nicolas, Tourneret, Jean-Yves, Moussaoui, Said

Year:

2007

Language:

english

File:

PDF, 396 KB

english, 2007

29

[IEEE 2014 IEEE Statistical Signal Processing Workshop (SSP) - Gold Coast, Australia (2014.6.29-2014.7.2)] 2014 IEEE Workshop on Statistical Signal Processing (SSP) - Sampling from a multivariate Gaussian distribution truncated on a simplex: A review

Altmann, Yoann, McLaughlin, Steve, Dobigeon, Nicolas

Year:

2014

File:

PDF, 489 KB

2014

30

[IEEE 2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) - Lisbon, Portugal (2011.06.6-2011.06.9)] 2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) - Bilinear models for nonlinear unmixing of hyperspectral images

Altmann, Yoann, Dobigeon, Nicolas, Tourneret, Jean-Yves

Year:

2011

Language:

english

File:

PDF, 381 KB

english, 2011

31

Computing the Cramer–Rao Bound of Markov Random Field Parameters: Application to the Ising and the Potts Models

Pereyra, Marcelo, Dobigeon, Nicolas, Batatia, Hadj, Tourneret, Jean-Yves

Journal:

IEEE Signal Processing Letters

Year:

2014

Language:

english

File:

PDF, 748 KB

english, 2014

32

[IEEE 2010 44th Asilomar Conference on Signals, Systems and Computers - Pacific Grove, CA, USA (2010.11.7-2010.11.10)] 2010 Conference Record of the Forty Fourth Asilomar Conference on Signals, Systems and Computers - Unsupervised Bayesian analysis of gene expression patterns

Bazot, Cecile, Dobigeon, Nicolas, Tourneret, Jean-Yves, Hero, Alfred O.

Year:

2010

Language:

english

File:

PDF, 344 KB

english, 2010

33

[IEEE 2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) - Lisbon, Portugal (2011.06.6-2011.06.9)] 2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) - Accuracy and performance of linear unmixing techniques for detecting minerals on OMEGA/Mars express

Schmidt, Frederic, Bourguignon, Sebastien, Le Mouelic, Stephane, Dobigeon, Nicolas, Theys, Celine, Treguier, Erwan

Year:

2011

File:

PDF, 364 KB

2011

34

[IEEE 2011 IEEE Statistical Signal Processing Workshop (SSP) - Nice, France (2011.06.28-2011.06.30)] 2011 IEEE Statistical Signal Processing Workshop (SSP) - Nonlinear unmixing of hyperspectral images using a generalized bilinear model

Halimi, Abderrahim, Altmann, Yoann, Dobigeon, Nicolas, Tourneret, Jean-Yves

Year:

2011

Language:

english

File:

PDF, 1.07 MB

english, 2011

35

Joint Bayesian Estimation of Close Subspaces from Noisy Measurements

Besson, Olivier, Dobigeon, Nicolas, Tourneret, Jean-Yves

Journal:

IEEE Signal Processing Letters

Year:

2014

Language:

english

File:

PDF, 1.09 MB

english, 2014

36

[IEEE 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) - Reykjavik, Iceland (2010.06.14-2010.06.16)] 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - Accuracy and performance of optimized Bayesian Source Separation for hyperspectral unmixing

Schmidt, Frederic, Schmidt, Albrecht, Treguier, Erwan, Guiheneuf, Mael, Moussaoui, Said, Dobigeon, Nicolas

Year:

2010

Language:

english

File:

PDF, 304 KB

english, 2010

37

Nonlinear Unmixing of Hyperspectral Images Using a Generalized Bilinear Model

Halimi, Abderrahim, Altmann, Yoann, Dobigeon, Nicolas, Tourneret, Jean-Yves

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2011

Language:

english

File:

PDF, 732 KB

english, 2011

38

[IEEE 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - Dallas, TX, USA (2010.03.14-2010.03.19)] 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - A reversible-jump mcmc algorithm for estimating the number of endmembers in the normal compositional model application to the unmixing of hyperspectral images

Eches, Olivier, Dobigeon, Nicolas, Tourneret, Jean-Yves

Year:

2010

Language:

english

File:

PDF, 329 KB

english, 2010

39

Blind Deconvolution of Sparse Pulse Sequences Under a Minimum Distance Constraint: A Partially Collapsed Gibbs Sampler Method

Kail, Georg, Tourneret, Jean-Yves, Hlawatsch, Franz, Dobigeon, Nicolas

Journal:

IEEE Transactions on Signal Processing

Year:

2012

Language:

english

File:

PDF, 4.80 MB

english, 2012

40

[IEEE 2009 IEEE/SP 15th Workshop on Statistical Signal Processing (SSP) - Cardiff, United Kingdom (2009.08.31-2009.09.3)] 2009 IEEE/SP 15th Workshop on Statistical Signal Processing - Linear unmixing of hyperspectral images using a scaled gradient method

Theys, Celine, Dobigeon, Nicolas, Tourneret, Jean-Yves, Lanteri, Henri

Year:

2009

Language:

english

File:

PDF, 404 KB

english, 2009

41

[IEEE 2012 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) - Shanghai, China (2012.6.4-2012.6.7)] 2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS) - Detecting nonlinear mixtures in hyperspectral images

Altmann, Yoann, Dobigeon, Nicolas, Tourneret, Jean-Yves

Year:

2012

Language:

english

File:

PDF, 888 KB

english, 2012

42

CS Decomposition Based Bayesian Subspace Estimation

Besson, Olivier, Dobigeon, Nicolas, Tourneret, Jean-Yves

Journal:

IEEE Transactions on Signal Processing

Year:

2012

Language:

english

File:

PDF, 2.06 MB

english, 2012

43

Enhancing Hyperspectral Image Unmixing With Spatial Correlations

Eches, Olivier, Dobigeon, Nicolas, Tourneret, Jean-Yves

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2011

Language:

english

File:

PDF, 778 KB

english, 2011

44

[IEEE 2009 IEEE 13th Digital Signal Processing Workshop and 5th IEEE Signal Processing Education Workshop - Marco Island, FL, USA (2009.01.4-2009.01.7)] 2009 IEEE 13th Digital Signal Processing Workshop and 5th IEEE Signal Processing Education Workshop - MCMC Sampling for Joint Segmentation of Wind Speed and Direction

Dobigeon, Nicolas, Tourneret, Jean-Yves

Year:

2009

Language:

english

File:

PDF, 189 KB

english, 2009

45

[IEEE 2009 3rd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Aruba (2009.12.13-2009.12.16)] 2009 3rd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Subspace-based Bayesian blind source separation for hyperspectral imagery

Dobigeon, Nicolas, Moussaoui, Said, Coulon, Martial, Tourneret, Jean-Yves, Hero, Alfred O.

Year:

2009

Language:

english

File:

PDF, 663 KB

english, 2009

46

[IEEE 2009 IEEE Aerospace conference - Big Sky, MT, USA (2009.03.7-2009.03.14)] 2009 IEEE Aerospace conference - Library-based linear unmixing for hyperspectral imagery via reversible jump MCMC sampling

Dobigeon, Nicolas, Tourneret, Jean-Yves

Year:

2009

Language:

english

File:

PDF, 760 KB

english, 2009

47

[IEEE ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Prague, Czech Republic (2011.05.22-2011.05.27)] 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Supervised nonlinear spectral unmixing using a polynomial post nonlinear model for hyperspectral imagery

Altmann, Yoann, Halimi, Abderrahim, Dobigeon, Nicolas, Tourneret, Jean-Yves

Year:

2011

Language:

english

File:

PDF, 366 KB

english, 2011

48

[IEEE ICASSP 2009 - 2009 IEEE International Conference on Acoustics, Speech and Signal Processing - Taipei, Taiwan (2009.04.19-2009.04.24)] 2009 IEEE International Conference on Acoustics, Speech and Signal Processing - Bayesian sparse image reconstruction for MRFM

Dobigeon, Nicolas, Hero, Alfred O., Tourneret, Jean-Yves

Year:

2009

Language:

english

File:

PDF, 156 KB

english, 2009

49

[IEEE 2011 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - San Juan, PR, USA (2011.12.13-2011.12.16)] 2011 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Bayesian compressed sensing in ultrasound imaging

Quinsac, Celine, Dobigeon, Nicolas, Basarab, Adrian, Kouame, Denis, Tourneret, Jean-Yves

Year:

2011

Language:

english

File:

PDF, 477 KB

english, 2011

50

[IEEE 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - Dallas, TX, USA (2010.03.14-2010.03.19)] 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - A partially collapsed Gibbs sampler for parameters with local constraints

Kail, Georg, Tourneret, Jean-Yves, Hlawatsch, Franz, Dobigeon, Nicolas

Year:

2010

Language:

english

File:

PDF, 158 KB

english, 2010