An edge detection technique in images

A. S. Awad, H. Man

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

A novel edge detection method based on a neighbourhood similarity criterion is presented in this paper. In this algorithm, the pixels in the original image that have minimum numbers of similar pixels among its neighbouring pixels in the filtering window are labelled as edge pixels. Simulation results demonstrate that this approach performs well in noise-free images but it is superior to the others in images corrupted by AWGV. Moreover, the algorithm is fast and has low computational complexity.

Original languageEnglish
Title of host publication2008 37th IEEE Applied Imagery Pattern Recognition Workshop, AIPR 2008
DOIs
StatePublished - 2008
Event2008 37th IEEE Applied Imagery Pattern Recognition Workshop, AIPR 2008 - Washington, DC, United States
Duration: 15 Oct 200817 Oct 2008

Publication series

NameProceedings - Applied Imagery Pattern Recognition Workshop
ISSN (Print)1550-5219

Conference

Conference2008 37th IEEE Applied Imagery Pattern Recognition Workshop, AIPR 2008
Country/TerritoryUnited States
CityWashington, DC
Period15/10/0817/10/08

Fingerprint

Dive into the research topics of 'An edge detection technique in images'. Together they form a unique fingerprint.

Cite this