REAL

Optimal stopping condition for iterative image deconvolution by new orthogonality criterion

Szolgay, Dániel and Szirányi, Tamás (2011) Optimal stopping condition for iterative image deconvolution by new orthogonality criterion. ELECTRONICS LETTERS, 47 (7). pp. 442-444. ISSN 0013-5194

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Abstract

The stopping condition is a common problem for non-regularised deconvolution methods. Introduced is an automatic procedure for estimating the ideal stopping point based on a new measure of independence, checking an orthogonality criterion of the estimated signal and its gradient at a given iteration. An effective lower bound estimate than the conventional ad hoc methods is provided, proving its superiority to the others at a wide range of different noise models.

Item Type: Article
Subjects: Q Science / természettudomány > QA Mathematics / matematika > QA75 Electronic computers. Computer science / számítástechnika, számítógéptudomány
SWORD Depositor: MTMT SWORD
Depositing User: MTMT SWORD
Date Deposited: 06 May 2014 09:59
Last Modified: 06 May 2014 09:59
URI: http://real.mtak.hu/id/eprint/12686

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