Image zooming technique based on the split Bregman iteration with fractional order variation regularization
Joint Authors
Wang, Liping
Zhou, Shangbo
Karim, Awudu
Source
The International Arab Journal of Information Technology
Issue
Vol. 13, Issue 6A(s) (31 Dec. 2016), pp.944-950, 7 p.
Publisher
Publication Date
2016-12-31
Country of Publication
Jordan
No. of Pages
7
Main Subjects
Information Technology and Computer Science
Abstract EN
It is always a challenging work to develop an accurate and effective method to reconstruct a degraded image.
In this paper, the nonlocal variation Fractional Total Variation (FTV) regularization technique for image zooming is investigated.
To enhance edges, yet preserve textures, fractional order calculus based image zooming method is proposed, which can deal well with fine structures like textures.
To solve the nonlinear Euler-Lagrange equation associated with the nonlocal variation FTV regularization model, we propose a nonlocal total variation method for image zooming based on the split Bregman iteration.
Enlarging and de-noising experimental results show that the proposed method has effectiveness and reliability by comparing to some methods mentioned in the paper.
American Psychological Association (APA)
Wang, Liping& Zhou, Shangbo& Karim, Awudu. 2016. Image zooming technique based on the split Bregman iteration with fractional order variation regularization. The International Arab Journal of Information Technology،Vol. 13, no. 6A(s), pp.944-950.
https://search.emarefa.net/detail/BIM-792148
Modern Language Association (MLA)
Wang, Liping…[et al.]. Image zooming technique based on the split Bregman iteration with fractional order variation regularization. The International Arab Journal of Information Technology Vol. 13, no. 6A (Special issue) (Dec. 2016), pp.944-950.
https://search.emarefa.net/detail/BIM-792148
American Medical Association (AMA)
Wang, Liping& Zhou, Shangbo& Karim, Awudu. Image zooming technique based on the split Bregman iteration with fractional order variation regularization. The International Arab Journal of Information Technology. 2016. Vol. 13, no. 6A(s), pp.944-950.
https://search.emarefa.net/detail/BIM-792148
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 949-950
Record ID
BIM-792148