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18th International Conference on Pattern Recognition (ICPR'06) Volume 3
Wavelet denoising of multicomponent images, using a Gaussian Scale Mixture model
Hong Kong
August 20-August 24
ISBN: 0-7695-2521-0
ASCII Text
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Paul Scheunders, Steve De Backer, "Wavelet denoising of multicomponent images, using a Gaussian Scale Mixture model," Pattern Recognition, International Conference on, vol. 3, pp. 754-757, 18th International Conference on Pattern Recognition (ICPR'06) Volume 3, 2006.
 
 
BibTex
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@article{ 10.1109/ICPR.2006.1185,
author = {Paul Scheunders and Steve De Backer},
title = {Wavelet denoising of multicomponent images, using a Gaussian Scale Mixture model},
journal ={Pattern Recognition, International Conference on},
volume = {3},
year = {2006},
issn = {1051-4651},
pages = {754-757},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.1185},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Pattern Recognition, International Conference on
TI - Wavelet denoising of multicomponent images, using a Gaussian Scale Mixture model
SN - 1051-4651
SP754
EP757
A1 - Paul Scheunders,
A1 - Steve De Backer,
PY - 2006
KW - null
VL - 3
JA - Pattern Recognition, International Conference on
ER -
 
Paul Scheunders, University of Antwerp, Universiteitsplein, Belgium
Steve De Backer, University of Antwerp, Universiteitsplein, Belgium
In this paper, denoising on multicomponent images is performed. The presented procedure is a spatial waveletbased denoising techniques, based on Bayesian leastsquares optimization procedures, using a prior model for the wavelet coefficients that account for the intercorrelations between the multicomponent bands.The applied prior model for the multicomponent signal is a Gaussian Scale Mixture (GSM) model. The method is compared to single-band wavelet denoising and to multiband denoising using a Gaussian prior. Experiments on a Landsat multispectral remote sensing image are conducted.
Citation:
Paul Scheunders, Steve De Backer, "Wavelet denoising of multicomponent images, using a Gaussian Scale Mixture model," icpr, vol. 3, pp.754-757, 18th International Conference on Pattern Recognition (ICPR'06) Volume 3, 2006
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