Binary steering in discrete tomography reconstruction with sequential and simultaneous iterative algorithms

Authors
Citation
Y. Censor, Binary steering in discrete tomography reconstruction with sequential and simultaneous iterative algorithms, LIN ALG APP, 339, 2001, pp. 111-124
Citations number
14
Categorie Soggetti
Mathematics
Journal title
LINEAR ALGEBRA AND ITS APPLICATIONS
ISSN journal
00243795 → ACNP
Volume
339
Year of publication
2001
Pages
111 - 124
Database
ISI
SICI code
0024-3795(200112)339:<111:BSIDTR>2.0.ZU;2-G
Abstract
The binary steering process is a heuristic designed to intervene between co nsecutive steps of a nonbinary iterative image reconstruction algorithm in order to gradually steer the iterates towards a binary solution. We present computational results which show that a strongly overrelaxed simultaneous nonbinary iterative algorithm performs in our experiments better than a str ongly underrelaxed sequential iterative algorithm. We also notice that fast er binary steering gives better binary reconstructed images when the sequen tial iterative nonbinary algorithm is used. (C) 2001 Elsevier Science Inc. All rights reserved.