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Nonlinear spectral unmixing of hyperspectral images using Gaussian
  processes

Nonlinear spectral unmixing of hyperspectral images using Gaussian processes

23 July 2012
Y. Altmann
N. Dobigeon
S. Mclaughlin
J. Tourneret
ArXiv (abs)PDFHTML

Papers citing "Nonlinear spectral unmixing of hyperspectral images using Gaussian processes"

8 / 8 papers shown
Title
Machine learning based hyperspectral image analysis: A survey
Machine learning based hyperspectral image analysis: A survey
Utsav B. Gewali
S. Monteiro
E. Saber
53
116
0
23 Feb 2018
Tech Report: A Fast Multiscale Spatial Regularization for Sparse
  Hyperspectral Unmixing
Tech Report: A Fast Multiscale Spatial Regularization for Sparse Hyperspectral Unmixing
R. Borsoi
Tales Imbiriba
J. Bermudez
C. Richard
61
90
0
05 Dec 2017
Deconvolution and Restoration of Optical Endomicroscopy Images
Deconvolution and Restoration of Optical Endomicroscopy Images
A. Eldaly
Y. Altmann
A. Perperidis
N. Krstajić
T. Choudhary
K. Dhaliwal
S. Mclaughlin
24
17
0
27 Jan 2017
Unsupervised Nonlinear Spectral Unmixing based on a Multilinear Mixing
  Model
Unsupervised Nonlinear Spectral Unmixing based on a Multilinear Mixing Model
Qi Wei
Marcus Chen
J. Tourneret
S. Godsill
28
45
0
14 Apr 2016
Nonparametric Detection of Nonlinearly Mixed Pixels and Endmember
  Estimation in Hyperspectral Images
Nonparametric Detection of Nonlinearly Mixed Pixels and Endmember Estimation in Hyperspectral Images
Tales Imbiriba
J. Bermudez
C. Richard
J. Tourneret
135
31
0
18 Mar 2015
Collaborative sparse regression using spatially correlated supports -
  Application to hyperspectral unmixing
Collaborative sparse regression using spatially correlated supports - Application to hyperspectral unmixing
Y. Altmann
Marcelo Pereyra
J. Bioucas-Dias
119
34
0
29 Sep 2014
Nonlinear hyperspectral unmixing with robust nonnegative matrix
  factorization
Nonlinear hyperspectral unmixing with robust nonnegative matrix factorization
Cédric Févotte
N. Dobigeon
174
186
0
22 Jan 2014
Nonlinear unmixing of hyperspectral images: models and algorithms
Nonlinear unmixing of hyperspectral images: models and algorithms
N. Dobigeon
J. Tourneret
C. Richard
J. Bermudez
S. Mclaughlin
Alfred Hero
93
419
0
06 Apr 2013
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