2006-02-10, English, Article, Journal or magazine article edition: Robust edge detection in noisy images. Lim, Dong Hoon

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Physical Description
  • Magazine/​Journal article
Published
  • Elsevier B.V., 2006 Feb 10
Language
  • English

Edition details

Title
  • Robust edge detection in noisy images.
Appears In
  • Computational Statistics and Data Analysis, v.50, no.3, 2006 Feb 10, p.803(10) (ISSN: 0167-9473)
Author
  • Lim, Dong Hoon
Published
  • Elsevier B.V., 2006 Feb 10
Physical Description
  • Magazine/​Journal article
Subjects
Target Audience
  • Academic
Summary
  • To link to full-text access for this article, visit this link: http:/​/​dx.doi.org/​10.1016/​j.csda.2004.10.005 Byline: Dong Hoon Lim Abstract: We describe a new edge detector based on the robust rank-order (RRO) test which is a useful alternative to Wilcoxon test, using rxr window for detecting edges of all possible orientations in noisy images. Our method is based on testing whether a rxr window is spatially partitioned into two subregions having significant differences in local gray-level value between adjacent pixel neighborhoods of a given pixel, using an edge-height model to extract edges of some sufficient height from images corrupted with noises. Some experiments of statistical edge detectors based on the Wilcoxon test and T-test, and the well-known Canny edge detector with our RRO detector are carried out on synthetic and real images corrupted by both Gaussian and impulse noise. The results show that the performance of the proposed edge detector appears to be the most robust to variations in noise, performing well in all noise distributions tested. Author Affiliation: Department of Information Statistics and Research Institute of Natural Science, Information & Telecommunication Research Center, Gyeongsang National University, Jinju 660-701, Republic of Korea Article History: Received 29 September 2003; Revised 5 March 2004; Accepted 20 August 2004 Article Note: (footnote) [star] This work was supported by Korea Research Foundation Grant(KRF-2003-015-C00103).
Terms of Use
  • COPYRIGHT 2006 Elsevier B.V.
Language
  • English
Database
  • Gale Academic OneFile
Identifier
  • 196766356

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