Graph cut segmentation method and its application in medical images
Graph cut is an interactive segmentation method. It works based on preparing graph from image and finds the minimum cut for the graph. The edges value is calculated based on belonging a pixel to object or background. The advantage of this method is using the cost function. If the cost function is cl...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Penerbit UTM Press
2015
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| Online Access: | http://eprints.utm.my/55511/1/IsmailMatAmin2015_GraphCutSegmentationMethodanditsApplication.pdf |
| _version_ | 1796860166418726912 |
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| author | Norouzi, Alireza Mat Amin, Ismail Mohd. Rahim, Mohd. Shafry Rad, Abdolvahab Ehsani |
| author_facet | Norouzi, Alireza Mat Amin, Ismail Mohd. Rahim, Mohd. Shafry Rad, Abdolvahab Ehsani |
| author_sort | Norouzi, Alireza |
| collection | ePrints |
| description | Graph cut is an interactive segmentation method. It works based on preparing graph from image and finds the minimum cut for the graph. The edges value is calculated based on belonging a pixel to object or background. The advantage of this method is using the cost function. If the cost function is clearly described, graph cut is presents a generally optimum result. In this paper graph concepts and preparing graph according to image pixels is described. Preparing different edges and performing min cut/max flow is explained. Finally, the method is applied on some medical images. |
| first_indexed | 2024-03-05T19:37:53Z |
| format | Article |
| id | utm.eprints-55511 |
| institution | Universiti Teknologi Malaysia - ePrints |
| language | English |
| last_indexed | 2024-03-05T19:37:53Z |
| publishDate | 2015 |
| publisher | Penerbit UTM Press |
| record_format | dspace |
| spelling | utm.eprints-555112017-11-01T04:16:42Z http://eprints.utm.my/55511/ Graph cut segmentation method and its application in medical images Norouzi, Alireza Mat Amin, Ismail Mohd. Rahim, Mohd. Shafry Rad, Abdolvahab Ehsani QA75 Electronic computers. Computer science Graph cut is an interactive segmentation method. It works based on preparing graph from image and finds the minimum cut for the graph. The edges value is calculated based on belonging a pixel to object or background. The advantage of this method is using the cost function. If the cost function is clearly described, graph cut is presents a generally optimum result. In this paper graph concepts and preparing graph according to image pixels is described. Preparing different edges and performing min cut/max flow is explained. Finally, the method is applied on some medical images. Penerbit UTM Press 2015-11 Article PeerReviewed application/pdf en http://eprints.utm.my/55511/1/IsmailMatAmin2015_GraphCutSegmentationMethodanditsApplication.pdf Norouzi, Alireza and Mat Amin, Ismail and Mohd. Rahim, Mohd. Shafry and Rad, Abdolvahab Ehsani (2015) Graph cut segmentation method and its application in medical images. Jurnal Teknologi, 75 (4). pp. 13-16. ISSN 2180-3722 http://dx.doi.org/10.11113/jt.v75.5061 DOI:10.11113/jt.v75.5061 |
| spellingShingle | QA75 Electronic computers. Computer science Norouzi, Alireza Mat Amin, Ismail Mohd. Rahim, Mohd. Shafry Rad, Abdolvahab Ehsani Graph cut segmentation method and its application in medical images |
| title | Graph cut segmentation method and its application in medical images |
| title_full | Graph cut segmentation method and its application in medical images |
| title_fullStr | Graph cut segmentation method and its application in medical images |
| title_full_unstemmed | Graph cut segmentation method and its application in medical images |
| title_short | Graph cut segmentation method and its application in medical images |
| title_sort | graph cut segmentation method and its application in medical images |
| topic | QA75 Electronic computers. Computer science |
| url | http://eprints.utm.my/55511/1/IsmailMatAmin2015_GraphCutSegmentationMethodanditsApplication.pdf |
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