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New Edge Detection Enhancement Method based on Cooperation between Edge Algorithms

by Ashraf A. Nijim, Muhammad T. Abo Kresha, Reda Abo Alez
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 91 - Number 7
Year of Publication: 2014
Authors: Ashraf A. Nijim, Muhammad T. Abo Kresha, Reda Abo Alez
10.5120/15896-5135

Ashraf A. Nijim, Muhammad T. Abo Kresha, Reda Abo Alez . New Edge Detection Enhancement Method based on Cooperation between Edge Algorithms. International Journal of Computer Applications. 91, 7 ( April 2014), 41-47. DOI=10.5120/15896-5135

@article{ 10.5120/15896-5135,
author = { Ashraf A. Nijim, Muhammad T. Abo Kresha, Reda Abo Alez },
title = { New Edge Detection Enhancement Method based on Cooperation between Edge Algorithms },
journal = { International Journal of Computer Applications },
issue_date = { April 2014 },
volume = { 91 },
number = { 7 },
month = { April },
year = { 2014 },
issn = { 0975-8887 },
pages = { 41-47 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume91/number7/15896-5135/ },
doi = { 10.5120/15896-5135 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:12:10.915111+05:30
%A Ashraf A. Nijim
%A Muhammad T. Abo Kresha
%A Reda Abo Alez
%T New Edge Detection Enhancement Method based on Cooperation between Edge Algorithms
%J International Journal of Computer Applications
%@ 0975-8887
%V 91
%N 7
%P 41-47
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Edge detection algorithms are important tools in image processing applications for carrying out much information and being relatively easy to produce. Sobel; Canny; and logarithmic algorithms [1] are among several edge detection algorithms used frequently nowadays. The evalution of such edge detection algorithms is an old problem. Authors [1][3] tend to use visual evaluation that limits the comparison between different edge images. In this paper, we present a new edge enhancement method and five different measures that can be used to statistically evaluate edge detection algorithms. The new edge enhancement method is based on cooperation between different edge detection algorithms. The new edge preserves the advantages of each edge image. Experimental results using two edge detection algorithms proved the efficiency of this method.

References
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Index Terms

Computer Science
Information Sciences

Keywords

Edge detection Canny edge detector Sobel edge detector logarithmic edge detector MSE PSNR PCC Shannon Entropy Hu-moments.

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