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Comparative Study on Various Edge Detection Techniques for 2-D Image

by Kamlesh Kumar, Jian- Ping Li, Saeed Ahmed Khan
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 119 - Number 22
Year of Publication: 2015
Authors: Kamlesh Kumar, Jian- Ping Li, Saeed Ahmed Khan
10.5120/21366-4394

Kamlesh Kumar, Jian- Ping Li, Saeed Ahmed Khan . Comparative Study on Various Edge Detection Techniques for 2-D Image. International Journal of Computer Applications. 119, 22 ( June 2015), 6-10. DOI=10.5120/21366-4394

@article{ 10.5120/21366-4394,
author = { Kamlesh Kumar, Jian- Ping Li, Saeed Ahmed Khan },
title = { Comparative Study on Various Edge Detection Techniques for 2-D Image },
journal = { International Journal of Computer Applications },
issue_date = { June 2015 },
volume = { 119 },
number = { 22 },
month = { June },
year = { 2015 },
issn = { 0975-8887 },
pages = { 6-10 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume119/number22/21366-4394/ },
doi = { 10.5120/21366-4394 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:04:43.278204+05:30
%A Kamlesh Kumar
%A Jian- Ping Li
%A Saeed Ahmed Khan
%T Comparative Study on Various Edge Detection Techniques for 2-D Image
%J International Journal of Computer Applications
%@ 0975-8887
%V 119
%N 22
%P 6-10
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This research work is extended version of our previous work, which was carried out on 2-D image edge detection using daubachies db10 wavelet transform. Here in this paper, the db10 wavelet transform for edge detection is compared with most widely used edge detection techniques, such as Sobel, Prewitt, Roberts and Laplacian of Gaussian (LoG) and Canny. The comprehensive studies along with pros and cons of each edge method have been explained. 2-D image of different edge detection techniques have been generated in MATLAB and results are being compared.

References
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Index Terms

Computer Science
Information Sciences

Keywords

Wavelet Transforms Daubachies Edge Detection

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