Conference Proceedings

International Conference on Advances In Computing, Electronics and Electrical Technology CEET 2014

Limited memory quasi-Newton methods for nonlinear image restoration

Author(s) : FARZIN MODARRES KHIYABANI

Abstract

Variational models of unconstrained optimization problems have been extremely successful in a wide variety of restoration problems, such as image restoration. In this paper, we present an efficient limited memory quasi-Newton (QN) technique to compute meaningful solutions for large-scale problems arising in some image restoration problems. Numerical experiments reveals the effectiveness of the proposed method particularly for images of large size.

Conference Title : International Conference on Advances In Computing, Electronics and Electrical Technology CEET 2014
Conference Date(s) : 02 - 03 August, 2014
Place : Hotel G Tower, Kuala Lumpur, Malaysia
No fo Author(s) : 1
DOI : 10.15224/978-1-63248-005-7-56
Page(s) : 159 - 163
Electronic ISBN : 978-1-63248-005-7
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