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Methods for image noise level estimation

Authors :
A.I. Novikov
A.V. Pronkin
Source :
Компьютерная оптика, Vol 45, Iss 5, Pp 713-720 (2021)
Publication Year :
2021
Publisher :
Samara National Research University, 2021.

Abstract

The article presents a method for estimating the level of discrete white noise in an image, based on the use of linear difference operators with a vector mask. Two variants of a new method for estimating the noise level are proposed, which differ in the accuracy of the obtained estimates and computational complexity. The first version of the method can be attributed to the class of block methods, whereas the second one is intended for the rapid image analysis and is based on processing a small number of rows or columns of an image.

Details

Language :
English, Russian
ISSN :
24126179 and 01342452
Volume :
45
Issue :
5
Database :
Directory of Open Access Journals
Journal :
Компьютерная оптика
Publication Type :
Academic Journal
Accession number :
edsdoj.4e1f39c7d345cd9cfe1e40c95b7d97
Document Type :
article
Full Text :
https://doi.org/10.18287/2412-6179-CO-894