On Removing Blur in Images Using Least Squares Solutions

Stanimirovic, Predrag and Stojanovic, Igor and Pappas, Dimitrios and Chountasis, Spiros and Zdravev, Zoran (2016) On Removing Blur in Images Using Least Squares Solutions. Filomat, 30 (4). pp. 3855-3866. ISSN 0354-5180

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Abstract

The further investigation of the image restoration method introduced in [17, 18] is presented in this paper. Continuing investigations in that area, two additional applications of the method are investigated. More precisely, we consider the possibility to replace the available matrix in the method by the restoration obtained applying the Tikhonov regularization method or the Truncated Singular Value decomposition method. Additionally, statistical analysis of numerical results generated by applying the proposed improvement of image restoration methods is presented. Previously performed numerical experiments as well as new numerical results and the statistical analysis confirm that the least squares approach can be used as a useful tool for improving restored images obtained by other image restoration methods.

Item Type: Article
Subjects: Natural sciences > Computer and information sciences
Engineering and Technology > Electrical engineering, electronic engineering, information engineering
Divisions: Faculty of Computer Science
Depositing User: Igor Stojanovik
Date Deposited: 25 Jan 2017 10:18
Last Modified: 25 Jan 2017 10:18
URI: http://eprints.ugd.edu.mk/id/eprint/16981

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