Regular Articles

Antiringing image deblurring approach using frequency domain relative error

[+] Author Affiliations
Zhihui Li

Chinese Academy of Sciences, Institute of Automation, High Technology Innovation Center, Beijing 100190, China

Institute of Forensic Science, Ministry of Public Security, Beijing 100038, China

Silong Peng

Chinese Academy of Sciences, Institute of Automation, High Technology Innovation Center, Beijing 100190, China

Xiyuan Hu

Chinese Academy of Sciences, Institute of Automation, High Technology Innovation Center, Beijing 100190, China

Xiaojing Xu

Institute of Forensic Science, Ministry of Public Security, Beijing 100038, China

J. Electron. Imaging. 23(1), 013015 (Feb 04, 2014). doi:10.1117/1.JEI.23.1.013015
History: Received September 12, 2013; Revised December 1, 2013; Accepted January 3, 2014
Text Size: A A A

Abstract.  To solve the image deblurring problem, most of the recently proposed nonblind deblurring approaches focus on regularizing the solutions by adding image priors, such as sparse prior, piece-wise smooth prior (total-variation prior), and so on. This paper, however, presents a new term, which can be viewed as a supplement to the data fidelity term, to improve the nonblind deblurring result. The new term is based on the relative error in frequency domain (REFD) and can suppress the ringing artifacts and preserve the image details. We analyze the properties of REFD for image deconvolution; then, a nonblind image deconvolution algorithm is proposed via introducing the REFD term into the image deconvolution model. The experimental results demonstrate the performance and efficacy of our proposed algorithm when compared to some other state-of-the-art algorithms.

Figures in this Article
© 2014 SPIE and IS&T

Citation

Zhihui Li ; Silong Peng ; Xiyuan Hu and Xiaojing Xu
"Antiringing image deblurring approach using frequency domain relative error", J. Electron. Imaging. 23(1), 013015 (Feb 04, 2014). ; http://dx.doi.org/10.1117/1.JEI.23.1.013015


Access This Article
Sign in or Create a personal account to Buy this article ($20 for members, $25 for non-members).

Some tools below are only available to our subscribers or users with an online account.

Related Content

Customize your page view by dragging & repositioning the boxes below.

Related Book Chapters

Topic Collections

PubMed Articles
Advertisement
  • Don't have an account?
  • Subscribe to the SPIE Digital Library
  • Create a FREE account to sign up for Digital Library content alerts and gain access to institutional subscriptions remotely.
Access This Article
Sign in or Create a personal account to Buy this article ($20 for members, $25 for non-members).
Access This Proceeding
Sign in or Create a personal account to Buy this article ($15 for members, $18 for non-members).
Access This Chapter

Access to SPIE eBooks is limited to subscribing institutions and is not available as part of a personal subscription. Print or electronic versions of individual SPIE books may be purchased via SPIE.org.