Application of the pseudoinverse computation in reconstruction of blurred images

Miljkovic, Sladjana and Miladinovic, Marko and Stanimirovic, Predrag and Stojanovic, Igor (2012) Application of the pseudoinverse computation in reconstruction of blurred images. Filomat, 26 (3). pp. 453-465. ISSN 0354-5180

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Official URL: http://www.pmf.ni.ac.rs/pmf/publikacije/filomat/fi...

Abstract

We present a direct method for removing uniform linear motion blur from images. The method is based on a straightforward construction of the Moore-Penrose inverse of the blurring matrix for a given mathematical model. The computational load of the method is decreased significantly with respect to other competitive methods, while the resolution of the restored images remains at a very high level. The method is implemented in the programming package MATLAB and respective numerical examples are presented.

Item Type: Article
Subjects: Natural sciences > Computer and information sciences
Divisions: Faculty of Computer Science
Depositing User: Igor Stojanovik
Date Deposited: 14 Nov 2012 14:03
Last Modified: 12 Dec 2012 09:40
URI: http://eprints.ugd.edu.mk/id/eprint/877

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