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Avtometriya

2012 year, number 6

Statistical, Neural, and Combined Filtering Algorithms for Applicative Image Noise

P. V. Kalinin, A. A. Sirota
Voronezh State University
kalinin pv@sc.vsu.ru, sir@cs.vsu.ru
Keywords: image processing, applicative noise, neural networks
Pages: 18-28

Abstract

Correlations for the lower limit of the estimate error variance of images distorted by additive and applicative noise are obtained. The potential and actual estimate error variances for linear and nonlinear filtering algorithms are analyzed. A combined filtering algorithm for images distorted by applicative noise is developed.