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...
| Main Authors: | , , , , |
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| Format: | Proceeding Paper |
| Language: | English English |
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2012
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| Online Access: | 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 |
| _version_ | 1825647095926751232 |
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| author | Aboaba, Abdulfattah A. Hameed, Shihab A. Khalifa, Othman Omran Hassan Abdalla Hashim, Aisha Chowdhury, Md. Sazzad Hossien |
| author_facet | Aboaba, Abdulfattah A. Hameed, Shihab A. Khalifa, Othman Omran Hassan Abdalla Hashim, Aisha Chowdhury, Md. Sazzad Hossien |
| author_sort | Aboaba, Abdulfattah A. |
| collection | IIUM |
| 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. |
| first_indexed | 2024-03-05T23:12:32Z |
| format | Proceeding Paper |
| id | oai:generic.eprints.org:28456 |
| institution | International Islamic University Malaysia |
| language | English English |
| last_indexed | 2024-03-05T23:12:32Z |
| publishDate | 2012 |
| record_format | dspace |
| spelling | oai:generic.eprints.org:284562020-08-17T04:04:46Z http://irep.iium.edu.my/28456/ Formulation of hybrid 3D image segmentation algorithm based partial differential equation Aboaba, Abdulfattah 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 Proceeding Paper 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, Abdulfattah 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. |
| spellingShingle | QA76 Computer software Aboaba, Abdulfattah 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 |
| title | 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_short | Formulation of hybrid 3D image segmentation algorithm based partial differential equation |
| title_sort | formulation of hybrid 3d image segmentation algorithm based partial differential equation |
| topic | QA76 Computer software |
| url | 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 |
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