Formulation of hybrid 3D image segmentation algorithm based partial differential equation

Segmentation is an important tool for analysis and understanding of most images encountered in science and engineering. One of the best segmentation methods that can perform 3D segmentation is the level-set method which has its mathematical foundation in partial differential equation (PDE). Owing to...

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Main Authors:	Aboaba, A. A., Hameed, Shihab A., Khalifa, Othman Omran, Hassan Abdalla Hashim, Aisha, Chowdhury, Md. Sazzad Hossien
Format:	Conference or Workshop Item
Language:	English English
Published:	2012
Subjects:	QA76 Computer software
Online Access:	http://irep.iium.edu.my/28456/ http://irep.iium.edu.my/28456/1/FORMULATION_OF_HYBRID_3D_IMAGE_SEGMENTATION_ALGORITHM_BASED_PARTIAL_DIFFERENTIAL_EQUATION.pdf http://irep.iium.edu.my/28456/2/ICMAE_2012_PROCEEDINGS-cover_pages_with_table_of_content.pdf

id	iium-28456
recordtype	eprints
spelling	iium-284562017-06-15T08:12:44Z http://irep.iium.edu.my/28456/ Formulation of hybrid 3D image segmentation algorithm based partial differential equation Aboaba, A. A. Hameed, Shihab A. Khalifa, Othman Omran Hassan Abdalla Hashim, Aisha Chowdhury, Md. Sazzad Hossien QA76 Computer software Segmentation is an important tool for analysis and understanding of most images encountered in science and engineering. One of the best segmentation methods that can perform 3D segmentation is the level-set method which has its mathematical foundation in partial differential equation (PDE). Owing to its complex nature, it exhibits a level of unacceptable sluggishness on implementation hence a need to hasten up the process by hybridizing it with a faster region-based segmentation method which is inherently a logical approach to segmentation pivoted on thresholding but not as good in segmentation as the former. This work presents a mathematical hybrid of the two methods that is hoped to produce a better segmentation result. 2012 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/28456/1/FORMULATION_OF_HYBRID_3D_IMAGE_SEGMENTATION_ALGORITHM_BASED_PARTIAL_DIFFERENTIAL_EQUATION.pdf application/pdf en http://irep.iium.edu.my/28456/2/ICMAE_2012_PROCEEDINGS-cover_pages_with_table_of_content.pdf Aboaba, A. A. and Hameed, Shihab A. and Khalifa, Othman Omran and Hassan Abdalla Hashim, Aisha and Chowdhury, Md. Sazzad Hossien (2012) Formulation of hybrid 3D image segmentation algorithm based partial differential equation. In: International Conference on Mathematical Application in Engineering (ICMAE2012), 03-05 July 2012, Kuala Lumpur.
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	QA76 Computer software
spellingShingle	QA76 Computer software Aboaba, A. A. Hameed, Shihab A. Khalifa, Othman Omran Hassan Abdalla Hashim, Aisha Chowdhury, Md. Sazzad Hossien Formulation of hybrid 3D image segmentation algorithm based partial differential equation
description	Segmentation is an important tool for analysis and understanding of most images encountered in science and engineering. One of the best segmentation methods that can perform 3D segmentation is the level-set method which has its mathematical foundation in partial differential equation (PDE). Owing to its complex nature, it exhibits a level of unacceptable sluggishness on implementation hence a need to hasten up the process by hybridizing it with a faster region-based segmentation method which is inherently a logical approach to segmentation pivoted on thresholding but not as good in segmentation as the former. This work presents a mathematical hybrid of the two methods that is hoped to produce a better segmentation result.
format	Conference or Workshop Item
author	Aboaba, A. A. Hameed, Shihab A. Khalifa, Othman Omran Hassan Abdalla Hashim, Aisha Chowdhury, Md. Sazzad Hossien
author_facet	Aboaba, A. A. Hameed, Shihab A. Khalifa, Othman Omran Hassan Abdalla Hashim, Aisha Chowdhury, Md. Sazzad Hossien
author_sort	Aboaba, A. A.
title	Formulation of hybrid 3D image segmentation algorithm based partial differential equation
title_short	Formulation of hybrid 3D image segmentation algorithm based partial differential equation
title_full	Formulation of hybrid 3D image segmentation algorithm based partial differential equation
title_fullStr	Formulation of hybrid 3D image segmentation algorithm based partial differential equation
title_full_unstemmed	Formulation of hybrid 3D image segmentation algorithm based partial differential equation
title_sort	formulation of hybrid 3d image segmentation algorithm based partial differential equation
publishDate	2012
url	http://irep.iium.edu.my/28456/ http://irep.iium.edu.my/28456/1/FORMULATION_OF_HYBRID_3D_IMAGE_SEGMENTATION_ALGORITHM_BASED_PARTIAL_DIFFERENTIAL_EQUATION.pdf http://irep.iium.edu.my/28456/2/ICMAE_2012_PROCEEDINGS-cover_pages_with_table_of_content.pdf
first_indexed	2023-09-18T20:41:57Z
last_indexed	2023-09-18T20:41:57Z
_version_	1777409424526147584

Formulation of hybrid 3D image segmentation algorithm based partial differential equation

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