Joint Estimation of Additive and Impulsive Noise Parameters in Remote Sensing Images with Fractal Structure

Mikhail Uss,Vladimir Lukin,Kacem Chehdi,Igor Baryshev,Benoit Vozel

doi:10.1109/tcset.2006.4404505

Joint Estimation of Additive and Impulsive Noise Parameters in Remote Sensing Images with Fractal Structure

Mikhail Uss, Vladimir Lukin + Show 3 more

https://doi.org/10.1109/tcset.2006.4404505

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Publication Date: Feb 1, 2006

Citations: 7

Affiliation: National Aerospace University – Kharkiv Aviation Institute, University of Rennes, Institute of Electronics and Telecommunications of Rennes

#Estimation Of Noise Parameters #Impulsive Noise Parameters + Show 8 more

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Abstract

A novel approach to joint blind estimation of additive noise variance and probability of impulsive noise occurrence in images is put forward. It is based on using a fractal Brownian model for description of real life image characteristics. As shown, this approach allows rather accurate estimation of mixed noise parameters even for images containing a large percentage of texture regions.

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