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1995 International Conference on Image Processing (ICIP'95) - Volume 1
Modelling and restoration of multilook correlated speckled images
Washington D.C.
October 23-October 26
ISBN: 0-8186-7310-9
ASCII Text
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M. Aggarwal, U.B. Desai, "Modelling and restoration of multilook correlated speckled images," Image Processing, International Conference on, vol. 1, pp. 498, 1995 International Conference on Image Processing (ICIP'95) - Volume 1, 1995.
 
 
BibTex
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@article{ 10.1109/ICIP.1995.529755,
author = {M. Aggarwal and U.B. Desai},
title = {Modelling and restoration of multilook correlated speckled images},
journal ={Image Processing, International Conference on},
volume = {1},
year = {1995},
isbn = {0-8186-7310-9},
pages = {498},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICIP.1995.529755},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Image Processing, International Conference on
TI - Modelling and restoration of multilook correlated speckled images
SN - 0-8186-7310-9
SP
EP
A1 - M. Aggarwal,
A1 - U.B. Desai,
PY - 1995
KW - radar imaging; speckle; image restoration; modelling; correlation methods; Bayes methods; synthetic aperture radar; multilook correlated speckled images; restoration; modelling; radar images; Bayesian framework; SAR imaging
VL - 1
JA - Image Processing, International Conference on
ER -
 
M. Aggarwal, Dept. of Electr. Eng., Indian Inst. of Technol., Bombay, India
U.B. Desai, Dept. of Electr. Eng., Indian Inst. of Technol., Bombay, India
A model for the speckle process is proposed based on the underlying phenomena, which can take into account correlation present in radar images. The restoration problem is then formulated using the Bayesian framework. The new model is found to give significantly better results for correlated speckled images as compared to models which disregard correlation.
Index Terms:
radar imaging; speckle; image restoration; modelling; correlation methods; Bayes methods; synthetic aperture radar; multilook correlated speckled images; restoration; modelling; radar images; Bayesian framework; SAR imaging
Citation:
M. Aggarwal, U.B. Desai, "Modelling and restoration of multilook correlated speckled images," icip, vol. 1, pp.498, 1995 International Conference on Image Processing (ICIP'95) - Volume 1, 1995
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