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51

[IEEE ICASSP 2012 - 2012 IEEE International Conference on Acoustics, Speech and Signal Processing - Kyoto, Japan (2012.03.25-2012.03.30)] 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Bayesian subspace estimation using CS decomposition

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

Year:

2012

Language:

english

File:

PDF, 145 KB

english, 2012

52

[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 - Unmixing hyperspectral images using the generalized bilinear model

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

Year:

2011

Language:

english

File:

PDF, 329 KB

english, 2011

53

[IEEE ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Florence, Italy (2014.5.4-2014.5.9)] 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - A hierarchical sparsity-smoothness Bayesian model for ℓ0 + ℓ1 + ℓ2 regularization

Chaari, Lotfi, Batatia, Hadj, Dobigeon, Nicolas, Tourneret, Jean-Yves

Year:

2014

Language:

english

File:

PDF, 146 KB

english, 2014

54

[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 - Bayesian estimation for the multifractality parameter

Wendt, Herwig, Dobigeon, Nicolas, Tourneret, Jean-Yves, Abry, Patrice

Year:

2013

Language:

english

File:

PDF, 992 KB

english, 2013

55

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

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

Year:

2011

Language:

english

File:

PDF, 591 KB

english, 2011

56

Hyperspectral Image Unmixing Using a Multiresolution Sticky HDP

Mittelman, Roni, Dobigeon, Nicolas, Hero, Alfred O.

Journal:

IEEE Transactions on Signal Processing

Year:

2012

Language:

english

File:

PDF, 4.95 MB

english, 2012

57

[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

58

[IEEE 2011 45th Asilomar Conference on Signals, Systems and Computers - Pacific Grove, CA, USA (2011.11.6-2011.11.9)] 2011 Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers (ASILOMAR) - Bayesian estimation of a subspace

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

Year:

2011

Language:

english

File:

PDF, 172 KB

english, 2011

59

[IEEE ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Florence, Italy (2014.5.4-2014.5.9)] 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Bayesian fusion of hyperspectral and multispectral images

Wei, Qi, Dobigeon, Nicolas, Tourneret, Jean-Yves

Year:

2014

File:

PDF, 646 KB

2014

60

[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

61

[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

62

[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) - Variational methods for spectral unmixing of hyperspectral images

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

Year:

2011

Language:

english

File:

PDF, 548 KB

english, 2011

63

[IEEE ICASSP 2012 - 2012 IEEE International Conference on Acoustics, Speech and Signal Processing - Kyoto, Japan (2012.03.25-2012.03.30)] 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Unsupervised nonlinear unmixing of hyperspectral images using Gaussian processes

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

Year:

2012

Language:

english

File:

PDF, 232 KB

english, 2012

64

[IEEE ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Florence, Italy (2014.5.4-2014.5.9)] 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Residual component analysis of hyperspectral images for joint nonlinear unmixing and nonlinearity detection

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

Year:

2014

Language:

english

File:

PDF, 170 KB

english, 2014

65

Hyperspectral and Multispectral Image Fusion Based on a Sparse Representation

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

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2015

Language:

english

File:

PDF, 1.26 MB

english, 2015

66

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

67

AIP Conference Proceedings [AIP BAYESIAN INFERENCE AND MAXIMUM ENTROPY METHODS IN SCIENCE AND ENGINEERING: Proceedings of the 30th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering - Chamonix, (France) (4–9 July 2010)] - Unmixing hyperspectral images using Markov random fields

Eches, Olivier, Dobigeon, Nicolas, Tourneret, Jean-Yves, Mohammad-Djafari, Ali, Bercher, Jean-François, Bessiére, Pierre

Year:

2011

Language:

english

File:

PDF, 183 KB

english, 2011

68

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

69

Unsupervised Unmixing of Hyperspectral Images Accounting for Endmember Variability

HALIMI, Abderrahim, Dobigeon, Nicolas, Tourneret, Jean-Yves

Journal:

IEEE Transactions on Image Processing

Year:

2015

Language:

english

File:

PDF, 5.18 MB

english, 2015

70

Bayesian Fusion of Multi-Band Images

Wei, Qi, Dobigeon, Nicolas, Tourneret, Jean-Yves

Journal:

IEEE Journal of Selected Topics in Signal Processing

Year:

2015

Language:

english

File:

PDF, 2.01 MB

english, 2015

71

Nonlinear Hyperspectral Unmixing With Robust Nonnegative Matrix Factorization

Fevotte, Cedric, Dobigeon, Nicolas

Journal:

IEEE Transactions on Image Processing

Year:

2015

Language:

english

File:

PDF, 938 KB

english, 2015

72

[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

73

Hyperspectral Unmixing With Spectral Variability Using a Perturbed Linear Mixing Model

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

Journal:

IEEE Transactions on Signal Processing

Year:

2016

Language:

english

File:

PDF, 3.58 MB

english, 2016

74

[IEEE 2014 IEEE International Conference on Image Processing (ICIP) - Paris, France (2014.10.27-2014.10.30)] 2014 IEEE International Conference on Image Processing (ICIP) - Bayesian fusion of multispectral and hyperspectral images with unknown sensor spectral response

Wei, Qi, Dobigeon, Nicolas, Tourneret, Jean-Yves

Year:

2014

File:

PDF, 505 KB

2014

75

Detection and Correction of Glitches in a Multiplexed Multichannel Data Stream—Application to the MADRAS Instrument

Wendt, Herwig, Dobigeon, Nicolas, Tourneret, Jean-Yves, Albinet, Mathieu, Goldstein, Christophe, Karouche, Nadia

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2016

Language:

english

File:

PDF, 5.80 MB

english, 2016

76

[IEEE 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07 - Honolulu, HI, USA (2007.04.15-2007.04.20)] 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07 - Spectral Unmixing of Hyperspectral Images using a Hierarchical Bayesian Model

Dobigeon, Nicolas, Tourneret, Jean-Yves

Year:

2007

Language:

english

File:

PDF, 4.26 MB

english, 2007

77

[IEEE 2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Cancun, Mexico (2015.12.13-2015.12.16)] 2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Fuse: A fast multi-band image fusion algorithm

Wei, Qi, Dobigeon, Nicolas, Tourneret, Jean-Yves

Year:

2015

File:

PDF, 518 KB

2015

78

[IEEE 2015 23rd European Signal Processing Conference (EUSIPCO) - Nice, France (2015.8.31-2015.9.4)] 2015 23rd European Signal Processing Conference (EUSIPCO) - Unmixing multitemporal hyperspectral images accounting for endmember variability

Halimi, Abderrahim, Dobigeon, Nicolas, Toumeret, Jean-Yves, McLaughlin, Steve, Honeine, Paul

Year:

2015

Language:

english

File:

PDF, 357 KB

english, 2015

79

[IEEE 2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Cancun, Mexico (2015.12.13-2015.12.16)] 2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Fuse: A fast multi-band image fusion algorithm

Wei, Qi, Dobigeon, Nicolas, Tourneret, Jean-Yves

Year:

2015

Language:

english

File:

PDF, 518 KB

english, 2015

80

[IEEE 2014 IEEE International Conference on Image Processing (ICIP) - Paris, France (2014.10.27-2014.10.30)] 2014 IEEE International Conference on Image Processing (ICIP) - Inverse problem formulation for regularity estimation in images

Pustelnik, Nelly, Abry, Patrice, Wendt, Herwig, Dobigeon, Nicolas

Year:

2014

Language:

english

File:

PDF, 251 KB

english, 2014

81

Fast Single Image Super-resolution using a New Analytical Solution for l2-l2 Problems

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

Journal:

IEEE Transactions on Image Processing

Year:

2016

Language:

english

File:

PDF, 2.80 MB

english, 2016

82

Online Unmixing of Multitemporal Hyperspectral Images accounting for Spectral Variability

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

Journal:

IEEE Transactions on Image Processing

Year:

2016

Language:

english

File:

PDF, 2.36 MB

english, 2016

83

[IEEE 2015 23rd European Signal Processing Conference (EUSIPCO) - Nice, France (2015.8.31-2015.9.4)] 2015 23rd European Signal Processing Conference (EUSIPCO) - A perturbed linear mixing model accounting for spectral variability

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

Year:

2015

Language:

english

File:

PDF, 244 KB

english, 2015

84

SPIE Proceedings [SPIE IS&T/SPIE Electronic Imaging - Burlingame, California, United States (Sunday 22 January 2012)] Computational Imaging X - Variational semi-blind sparse image reconstruction with application to MRFM

Park, Se Un, Bouman, Charles A., Pollak, Ilya, Dobigeon, Nicolas, Hero, Alfred O., Wolfe, Patrick J.

Year:

2012

Language:

english

File:

PDF, 311 KB

english, 2012

85

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

86

SPIE Proceedings [SPIE IS&T/SPIE Electronic Imaging - San Francisco Airport, California, USA (Sunday 23 January 2011)] Computational Imaging IX - Myopic sparse image reconstruction with application to MRFM

Park, Se Un, Bouman, Charles A., Pollak, Ilya, Dobigeon, Nicolas, Hero, Alfred O., Wolfe, Patrick J.

Year:

2011

Language:

english

File:

PDF, 810 KB

english, 2011

87

Combining local regularity estimation and total variation optimization for scale-free texture segmentation

Pustelnik, Nelly, Wendt, Herwig, Abry, Patrice, Dobigeon, Nicolas

Journal:

IEEE Transactions on Computational Imaging

Year:

2016

Language:

english

File:

PDF, 9.86 MB

english, 2016

88

Multiband Image Fusion Based on Spectral Unmixing

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

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2016

Language:

english

File:

PDF, 5.12 MB

english, 2016

89

[IEEE 2016 IEEE Statistical Signal Processing Workshop (SSP) - Palma de Mallorca, Spain (2016.6.26-2016.6.29)] 2016 IEEE Statistical Signal Processing Workshop (SSP) - Joint segmentation of multiple images with shared classes: A Bayesian nonparametrics approach

Sodjo, Jessica, Giremus, Audrey, Caron, Francois, Giovannelli, Jean-Francois, Dobigeon, Nicolas

Year:

2016

Language:

english

File:

PDF, 126 KB

english, 2016

90

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

Wei, Qi, Dobigeon, Nicolas, Tourneret, Jean-Yves, Bioucas-Dias, Jose, Godsill, Simon J.

Journal:

IEEE Signal Processing Letters

Year:

2016

Language:

english

File:

PDF, 514 KB

english, 2016

91

Bayesian Antisparse Coding

Elvira, Clement, Chainais, Pierre, Dobigeon, Nicolas

Journal:

IEEE Transactions on Signal Processing

Year:

2017

Language:

english

File:

PDF, 3.54 MB

english, 2017

92

Fast Hyperspectral Unmixing in Presence of Nonlinearity or Mismodelling Effects

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

Journal:

IEEE Transactions on Computational Imaging

Year:

2016

Language:

english

File:

PDF, 4.82 MB

english, 2016

93

[IEEE 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI) - Baden-Baden, Germany (2016.9.19-2016.9.21)] 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI) - Blind model-based fusion of multi-band and panchromatic images

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

Year:

2016

Language:

english

File:

PDF, 570 KB

english, 2016

94

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

95

[IEEE 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Shanghai (2016.3.20-2016.3.25)] 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Unmixing multitemporal hyperspectral images with variability: An online algorithm

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

Year:

2016

Language:

english

File:

PDF, 504 KB

english, 2016

96

[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) - A generalized Swendsen-Wang algorithm for Bayesian nonparametric joint segmentation of multiple images

Sodjo, Jessica, Giremus, Audrey, Dobigeon, Nicolas, Giovannelli, Jean-Francois

Year:

2017

Language:

english

File:

PDF, 3.68 MB

english, 2017

97

[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) - Change detection between multi-band images using a robust fusion-based approach

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

Year:

2017

Language:

english

File:

PDF, 6.86 MB

english, 2017

98

[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

99

[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) - Bayesian nonparametric subspace estimation

Elvira, Clement, Chainais, Pierre, Dobigeon, Nicolas

Year:

2017

Language:

english

File:

PDF, 482 KB

english, 2017

100

A Split-and-Merge Approach for Hyperspectral Band Selection

Rashwan, Shaheera, Dobigeon, Nicolas

Journal:

IEEE Geoscience and Remote Sensing Letters

Year:

2017

Language:

english

File:

PDF, 804 KB

english, 2017