Learning tool of image segmentation techniques for new learners

Image segmentation is an essential step for other image processing steps. There are plenty of image processing tools in the market but most of them are not research and education based. There are only few from the remaining ones which are suitable and widely being used by new leaner and MATLAB is on...

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Main Author:	Gan, Song Chiew
Format:	Thesis
Language:	English
Published:	2013
Subjects:	TA Engineering (General) Civil engineering (General)
Online Access:	http://eprints.utm.my/id/eprint/34638/5/GanSongChiewMFKE2013.pdf
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id	my-utm-ep.34638
record_format	uketd_dc
spelling	my-utm-ep.346382017-09-11T03:32:16Z Learning tool of image segmentation techniques for new learners 2013-01 Gan, Song Chiew TA Engineering (General). Civil engineering (General) Image segmentation is an essential step for other image processing steps. There are plenty of image processing tools in the market but most of them are not research and education based. There are only few from the remaining ones which are suitable and widely being used by new leaner and MATLAB is one of them. Although MATLAB is open source and well established but limited interactive applications focusing on image segmentation targeting for new learners. Discussion and open forum are mostly reviewing advance image processing techniques. However, the fundamental of image segmentation cannot be neglected as it affects all other image processing applications later. Most of the time, new learner spent longer time understanding the tool instead of familiarize with the algorithm and theory behind the image segmentation. The purpose of the project is to develop an interactive learning tool for image segmentation targeting for new learners. In this project, an interactive Graphical User Interface, GUI which is based on MATLAB is being introduced as survey shows that undergraduates from Universiti Teknologi Malaysia, UTM prefer and more frequent to use MATLAB solving image processing related issues. The Learning Tool of Image Segmentation covering most of the fundamental images segmentation techniques; such as point detection, line detection, edge detection, thresholding, region growing, Watershedding and K-Mean clustering. Information displayed on each and every step helps users to understand better the algorithm, theory and Application Programming Interface, API for the method. Guidance and questions at Message Window increase the curiosity of image segmentation and custom segmentation options motivates new learners for trial and error. 2013-01 Thesis http://eprints.utm.my/id/eprint/34638/ http://eprints.utm.my/id/eprint/34638/5/GanSongChiewMFKE2013.pdf application/pdf en public http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:67954?site_name=Restricted Repository masters Universiti Teknologi Malaysia, Universiti Teknologi Malaysia, Faculty of Electrical Engineering Faculty of Electrical Engineering
institution	Universiti Teknologi Malaysia
collection	UTM Institutional Repository
language	English
topic	TA Engineering (General) Civil engineering (General)
spellingShingle	TA Engineering (General) Civil engineering (General) Gan, Song Chiew Learning tool of image segmentation techniques for new learners
description	Image segmentation is an essential step for other image processing steps. There are plenty of image processing tools in the market but most of them are not research and education based. There are only few from the remaining ones which are suitable and widely being used by new leaner and MATLAB is one of them. Although MATLAB is open source and well established but limited interactive applications focusing on image segmentation targeting for new learners. Discussion and open forum are mostly reviewing advance image processing techniques. However, the fundamental of image segmentation cannot be neglected as it affects all other image processing applications later. Most of the time, new learner spent longer time understanding the tool instead of familiarize with the algorithm and theory behind the image segmentation. The purpose of the project is to develop an interactive learning tool for image segmentation targeting for new learners. In this project, an interactive Graphical User Interface, GUI which is based on MATLAB is being introduced as survey shows that undergraduates from Universiti Teknologi Malaysia, UTM prefer and more frequent to use MATLAB solving image processing related issues. The Learning Tool of Image Segmentation covering most of the fundamental images segmentation techniques; such as point detection, line detection, edge detection, thresholding, region growing, Watershedding and K-Mean clustering. Information displayed on each and every step helps users to understand better the algorithm, theory and Application Programming Interface, API for the method. Guidance and questions at Message Window increase the curiosity of image segmentation and custom segmentation options motivates new learners for trial and error.
format	Thesis
qualification_level	Master's degree
author	Gan, Song Chiew
author_facet	Gan, Song Chiew
author_sort	Gan, Song Chiew
title	Learning tool of image segmentation techniques for new learners
title_short	Learning tool of image segmentation techniques for new learners
title_full	Learning tool of image segmentation techniques for new learners
title_fullStr	Learning tool of image segmentation techniques for new learners
title_full_unstemmed	Learning tool of image segmentation techniques for new learners
title_sort	learning tool of image segmentation techniques for new learners
granting_institution	Universiti Teknologi Malaysia, Universiti Teknologi Malaysia, Faculty of Electrical Engineering
granting_department	Faculty of Electrical Engineering
publishDate	2013
url	http://eprints.utm.my/id/eprint/34638/5/GanSongChiewMFKE2013.pdf
_version_	1747816223248220160

Learning tool of image segmentation techniques for new learners

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