Dobigeon, N.: search on Z-Library

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1

Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches

Bioucas-Dias, J.M., Plaza, A., Dobigeon, N., Parente, M., Qian Du, Gader, P., Chanussot, J.

Journal:

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

Year:

2012

Language:

english

File:

PDF, 3.54 MB

english, 2012

2

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

3

Spectral mixture analysis of EELS spectrum-images

Dobigeon, Nicolas, Brun, Nathalie

Journal:

Ultramicroscopy

Year:

2012

Language:

english

File:

PDF, 1.13 MB

english, 2012

4

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

5

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

6

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

7

[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

8

Bayesian Estimation of the Multifractality Parameter for Image Texture Using a Whittle Approximation

Combrexelle, Sebastien, Wendt, Herwig, Dobigeon, Nicolas, Tourneret, Jean-Yves, McLaughlin, Stephen, Abry, Patrice

Journal:

IEEE Transactions on Image Processing

Year:

2015

Language:

english

File:

PDF, 9.11 MB

english, 2015

9

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

10

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

11

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

12

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

13

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

14

[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 - Unmixing hyperspectral images using a normal compositional model and MCMC methods

Eches, O., Dobigeon, N., Mailhes, C., Tourneret, J.-Y.

Year:

2009

Language:

english

File:

PDF, 327 KB

english, 2009

15

Reconstruction of partially sampled multi-band images - Application to STEM-EELS imaging

Monier, Etienne, Oberlin, Thomas, Brun, Nathalie, Tence, Marcel, De Frutos, Marta, Dobigeon, Nicolas

Journal:

IEEE Transactions on Computational Imaging

Year:

2018

Language:

english

File:

PDF, 7.77 MB

english, 2018

16

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

Dobigeon, N., Tourneret, J.-Y., Davy, M.

Journal:

IEEE Transactions on Signal Processing

Year:

2007

Language:

english

File:

PDF, 1.13 MB

english, 2007

17

[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) - Joint spectral classification and unmixing using adaptative pixel neighborhoods

Eches, Olivier, Benediktsson, Jon Atli, Dobigeon, Nicolas, Tourneret, Jean-Yves

Year:

2011

Language:

english

File:

PDF, 230 KB

english, 2011

18

[IEEE 2017 25th European Signal Processing Conference (EUSIPCO) - Kos, Greece (2017.8.28-2017.9.2)] 2017 25th European Signal Processing Conference (EUSIPCO) - Unmixing multitemporal hyperspectral images accounting for smooth and abrupt variations

Thouvenin, Pierre-Antoine, Dobigeon, Nicolas, Tourneret, Jean-Yves

Year:

2017

Language:

english

File:

PDF, 882 KB

english, 2017

19

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

Pereyra, M., Dobigeon, N., Batatia, H., Tourneret, J.-Y.

Journal:

IEEE Transactions on Medical Imaging

Year:

2012

Language:

english

File:

PDF, 2.25 MB

english, 2012

20

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

Q. Wei, N. Dobigeon, J. Tourneret

Year:

2015

Language:

english

File:

PDF, 2.21 MB

english, 2015

21

SPIE Proceedings [SPIE Remote Sensing - Bruges, Belgium (Monday 19 September 2005)] Image and Signal Processing for Remote Sensing XI - Performance comparison of geometric and statistical methods for endmembers extraction in hyperspectral imagery

Dobigeon, Nicolas, Bruzzone, Lorenzo, Achard, Véronique

Year:

2005

Language:

english

File:

PDF, 269 KB

english, 2005

22

[IEEE ICASSP 2017 - 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - New Orleans, LA, USA (2017.3.5-2017.3.9)] 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Fast hyperspectral unmixing in presence of sparse multiple scattering nonlinearities

Halimi, Abderrahim, Bioucas-Dias, Jose, Dobigeon, Nicolas, Buller, Gerald S., McLaughlin, Steve

Year:

2017

Language:

english

File:

PDF, 485 KB

english, 2017

23

A Bayesian Nonparametric Model for Unsupervised Joint Segmentation of a Collection of Images

Sodjo, Jessica, Giremus, Audrey, Dobigeon, Nicolas, Caron, Francois

Journal:

Year:

2019

Language:

english

File:

PDF, 9.13 MB

english, 2019

24

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

25

[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

26

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

27

[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

28

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

29

[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 - Nonlinear unmixing of hyperspectral images using radial basis functions and orthogonal least squares

Altmann, Y., Dobigeon, N., Tourneret, J-Y., McLaughlin, S.

Year:

2011

Language:

english

File:

PDF, 356 KB

english, 2011

30

[IEEE 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) - Lausanne, Switzerland (2014.6.24-2014.6.27)] 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) - Nonlinear unmixing of vegetated areas: A model comparison based on simulated and real hyperspectral data

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

Year:

2014

Language:

english

File:

PDF, 186 KB

english, 2014

31

[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

32

[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) - A Bernoulli-Gaussian model for gene factor analysis

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

Year:

2011

Language:

english

File:

PDF, 517 KB

english, 2011

33

Temporal Dynamics of Host Molecular Responses Differentiate Symptomatic and Asymptomatic Influenza A Infection

Huang, Yongsheng, Zaas, Aimee K., Rao, Arvind, Dobigeon, Nicolas, Woolf, Peter J., Veldman, Timothy, Øien, N. Christine, McClain, Micah T., Varkey, Jay B., Nicholson, Bradley, Carin, Lawrence, Kingsmo

Journal:

Year:

2011

Language:

english

File:

PDF, 2.28 MB

english, 2011

34

Robust fusion of multi-band images with different spatial and spectral resolutions for change detection

Ferraris, Vinicius, Dobigeon, Nicolas, Wei, Qi, Chabert, Marie

Journal:

IEEE Transactions on Computational Imaging

Year:

2017

Language:

english

File:

PDF, 2.84 MB

english, 2017

35

Fast reconstruction of atomic-scale STEM-EELS images from sparse sampling

Monier, Etienne, Oberlin, Thomas, Brun, Nathalie, Li, Xiaoyan, TencÃ©, Marcel, Dobigeon, Nicolas

Journal:

Ultramicroscopy

Year:

2020

File:

PDF, 1.59 MB

2020

36

Hierarchical Bayesian Sparse Image Reconstruction With Application to MRFM

Dobigeon, N., Hero, A.O., Tourneret, J.-Y.

Journal:

IEEE Transactions on Image Processing

Year:

2009

Language:

english

File:

PDF, 1.82 MB

english, 2009

37

[IEEE 2009 First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) - Grenoble (2009.08.26-2009.08.28)] 2009 First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - An NCM-based Bayesian algorithm for hyperspectral unmixing

Eches, O., Dobigeon, N., Tourneret, J.-Y.

Year:

2009

Language:

english

File:

PDF, 981 KB

english, 2009

38

Carbon nanotubes grown in situ by a novel catalytic method

Peigney, A., Laurent, Ch., Dobigeon, F., Rousset, A.

Journal:

Journal of Materials Research

Year:

1997

Language:

english

File:

PDF, 313 KB

english, 1997

39

[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

40

[IEEE ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Vancouver, BC, Canada (2013.05.26-2013.05.31)] 2013 IEEE International Conference on Acoustics, Speech and Signal Processing - A robust test for nonlinear mixture detection in hyperspectral images

Altmann, Y., Dobigeon, N., Tourneret, J-Y., Bermudez, J.C.M.

Year:

2013

Language:

english

File:

PDF, 268 KB

english, 2013

41

[IEEE 2017 25th European Signal Processing Conference (EUSIPCO) - Kos, Greece (2017.8.28-2017.9.2)] 2017 25th European Signal Processing Conference (EUSIPCO) - Unmixing dynamic PET images with a PALM algorithm

Cavalcanti, Yanna Cruz, Oberlin, Thomas, Dobigeon, Nicolas, Tauber, Clovis

Year:

2017

Language:

english

File:

PDF, 470 KB

english, 2017

42

Implementation Strategies for Hyperspectral Unmixing Using Bayesian Source Separation

Schmidt, F., Schmidt, A., Tréguier, E., Guiheneuf, M., Moussaoui, S., Dobigeon, N.

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2010

Language:

english

File:

PDF, 1.01 MB

english, 2010

43

[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

44

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

45

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

Pereyra, M., Dobigeon, N., Batatia, H., Tourneret, J.

Journal:

IEEE Transactions on Image Processing

Year:

2013

Language:

english

File:

PDF, 1.54 MB

english, 2013

46

[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

47

[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

48

[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 - Markov random fields for joint unmixing and segmentation of hyperspectral images

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

Year:

2010

Language:

english

File:

PDF, 491 KB

english, 2010

49

[IEEE IEEE/SP 13th Workshop on Statistical Signal Processing, 2005 - Bordeaux, France (July 17-20 2005)] IEEE/SP 13th Workshop on Statistical Signal Processing, 2005 - Change-point detection in astronomical data by using a hierarchical model and a bayesian sampling approach

Dobigeon, N., Tourneret, J., Scargle, J.D.

Year:

2005

Language:

english

File:

PDF, 242 KB

english, 2005

50

[IEEE ICASSP 2015 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - South Brisbane, Queensland, Australia (2015.4.19-2015.4.24)] 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - A new Bayesian unmixing algorithm for hyperspectral images mitigating endmember variability

Halimi, Abderrahim, Dobigeon, Nicolas, Tourneret, Jean-Yves, Honeine, Paul

Year:

2015

Language:

english

File:

PDF, 575 KB

english, 2015

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