A Novel Image Edges Detection by Using Gaussian Functions

Nowadays, the Edge detection is a very important process and treatments in biomedical image's application to the understanding and analysis of distinction objects in digital images. Edge detection is discontinuity or sudden change process of certain visual properties (such as the intensity of l...

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Main Authors:	Khaleaf, Hussain K., Kamarul Hawari, Ghazali, Ajisman, Apen
Format:	Article
Language:	English English
Published:	Universiti Malaysia Pahang 2013
Subjects:	TK Electrical engineering. Electronics Nuclear engineering TS Manufactures
Online Access:	http://umpir.ump.edu.my/id/eprint/14098/ http://umpir.ump.edu.my/id/eprint/14098/ http://umpir.ump.edu.my/id/eprint/14098/1/fkee-2013-Khaleaf-novel%20image%20edges%20detection.pdf http://umpir.ump.edu.my/id/eprint/14098/7/fkee-2013-Khaleaf-novel%20image%20edges%20detection1.pdf

id	ump-14098
recordtype	eprints
spelling	ump-140982018-02-21T04:59:25Z http://umpir.ump.edu.my/id/eprint/14098/ A Novel Image Edges Detection by Using Gaussian Functions Khaleaf, Hussain K. Kamarul Hawari, Ghazali Ajisman, Apen TK Electrical engineering. Electronics Nuclear engineering TS Manufactures Nowadays, the Edge detection is a very important process and treatments in biomedical image's application to the understanding and analysis of distinction objects in digital images. Edge detection is discontinuity or sudden change process of certain visual properties (such as the intensity of lighting, composition, color). In this study, edge detected of digital color images using a Gaussian function was proposed. First, the least squares' method used to compress the image data. Second, color image edge detected by using Sobel's operator by changing the intensity of homogeneous regions. Finally, the result shows the effectiveness and capability of the proposed to detect the real edges in color photographs with different color compared with standard methods to detect the edge. Universiti Malaysia Pahang 2013 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/14098/1/fkee-2013-Khaleaf-novel%20image%20edges%20detection.pdf application/pdf en http://umpir.ump.edu.my/id/eprint/14098/7/fkee-2013-Khaleaf-novel%20image%20edges%20detection1.pdf Khaleaf, Hussain K. and Kamarul Hawari, Ghazali and Ajisman, Apen (2013) A Novel Image Edges Detection by Using Gaussian Functions. International Journal of Technology Management, 2. pp. 1-7. ISSN 2289-2753 http://www.ump.edu.my/
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English English
topic	TK Electrical engineering. Electronics Nuclear engineering TS Manufactures
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering TS Manufactures Khaleaf, Hussain K. Kamarul Hawari, Ghazali Ajisman, Apen A Novel Image Edges Detection by Using Gaussian Functions
description	Nowadays, the Edge detection is a very important process and treatments in biomedical image's application to the understanding and analysis of distinction objects in digital images. Edge detection is discontinuity or sudden change process of certain visual properties (such as the intensity of lighting, composition, color). In this study, edge detected of digital color images using a Gaussian function was proposed. First, the least squares' method used to compress the image data. Second, color image edge detected by using Sobel's operator by changing the intensity of homogeneous regions. Finally, the result shows the effectiveness and capability of the proposed to detect the real edges in color photographs with different color compared with standard methods to detect the edge.
format	Article
author	Khaleaf, Hussain K. Kamarul Hawari, Ghazali Ajisman, Apen
author_facet	Khaleaf, Hussain K. Kamarul Hawari, Ghazali Ajisman, Apen
author_sort	Khaleaf, Hussain K.
title	A Novel Image Edges Detection by Using Gaussian Functions
title_short	A Novel Image Edges Detection by Using Gaussian Functions
title_full	A Novel Image Edges Detection by Using Gaussian Functions
title_fullStr	A Novel Image Edges Detection by Using Gaussian Functions
title_full_unstemmed	A Novel Image Edges Detection by Using Gaussian Functions
title_sort	novel image edges detection by using gaussian functions
publisher	Universiti Malaysia Pahang
publishDate	2013
url	http://umpir.ump.edu.my/id/eprint/14098/ http://umpir.ump.edu.my/id/eprint/14098/ http://umpir.ump.edu.my/id/eprint/14098/1/fkee-2013-Khaleaf-novel%20image%20edges%20detection.pdf http://umpir.ump.edu.my/id/eprint/14098/7/fkee-2013-Khaleaf-novel%20image%20edges%20detection1.pdf
first_indexed	2023-09-18T22:17:28Z
last_indexed	2023-09-18T22:17:28Z
_version_	1777415433182248960

A Novel Image Edges Detection by Using Gaussian Functions

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