Convergence studies on block iterative algorithms for image reconstruction

Convergence studies on block iterative algorithms for image reconstruction

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Article ID: iaor201530235
Volume: 273
Start Page Number: 525
End Page Number: 534
Publication Date: Jan 2016
Journal: Applied Mathematics and Computation
Authors:
Keywords: optimization
Abstract:

The sequential block‐iterative scheme based on Landweber’s method is a general iterative one for image reconstruction. In this paper, we give the finite termination convergence for this scheme, which provides an approach to choose relaxation coefficients. Furthermore, sufficient and necessary convergence conditions are also established for the sequential block‐iterative scheme case.

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