Deconvolution using Fourier transform phase, ℓ1 and ℓ2 balls, and filtered variation

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Date

2018

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Source Title

Digital Signal Processing: A Review Journal

Print ISSN

1051-2004

Electronic ISSN

1095-4333

Publisher

Elsevier

Volume

77

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Pages

36 - 42

Language

English

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Abstract

In this article, we present a deconvolution software based on convex sets constructed from the phase of the Fourier Transform, bounded ℓ2 energy and ℓ1 energy of a given image. The iterative deconvolution algorithm is based on the method of projections onto convex sets. Another feature of the method is that it can incorporate an approximate total variation bound called filtered variation bound on the iterative deconvolution algorithm. The main purpose of this article is to introduce the open source software called projDeconv v2.

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