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Improved convergence of projection based blind deconvolution

Citation

Law, NF and Nguyen, DT, Improved convergence of projection based blind deconvolution, IEE Electronics Letters, 31, (20) pp. 1732-1733. ISSN 0013-5194 (1995) [Refereed Article]

DOI: doi:10.1049/el:19951214

Abstract

Since the projection based blind deconvolution algorithm has a slow convergence rate, two methods to speed up the algorithm are proposed. The first method is based on the addition of a momentum term to the update rule. The second method is based on the adaptation of the step size. From the simulation results, we can see that the convergence rate is significantly improved by using either of these two methods.

Item Details

Item Type:Refereed Article
Research Division:Information and Computing Sciences
Research Group:Artificial Intelligence and Image Processing
Research Field:Image Processing
Objective Division:Information and Communication Services
Objective Group:Other Information and Communication Services
Objective Field:Information and Communication Services not elsewhere classified
Author:Law, NF (Miss Ngai Fong Law)
Author:Nguyen, DT (Professor Thong Nguyen)
ID Code:4979
Year Published:1995
Web of Science® Times Cited:1
Deposited By:Electrical and Electronic Engineering
Deposited On:1995-08-01
Last Modified:2011-08-24
Downloads:0

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