Variational Image Segmentation with Constraints
The research of Huizhu Pan addresses the problem of image segmentation with constraints though designing and solving various variational models. A novel constraint term is designed for the use of landmarks in image segmentation. Two region-based segmentation models were proposed where the segmentati...
| Main Author: | |
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| Format: | Thesis |
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Curtin University
2020
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| Online Access: | http://hdl.handle.net/20.500.11937/80866 |
| _version_ | 1848764285066412032 |
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| author | Pan, Huizhu |
| author_facet | Pan, Huizhu |
| author_sort | Pan, Huizhu |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | The research of Huizhu Pan addresses the problem of image segmentation with constraints though designing and solving various variational models. A novel constraint term is designed for the use of landmarks in image segmentation. Two region-based segmentation models were proposed where the segmentation contour passes through landmark points. A more stable and memory efficient solution to the self-repelling snakes model, a variational model with the topology preservation constraint, was also designed. |
| first_indexed | 2025-11-14T11:16:55Z |
| format | Thesis |
| id | curtin-20.500.11937-80866 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T11:16:55Z |
| publishDate | 2020 |
| publisher | Curtin University |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-808662020-09-02T01:46:14Z Variational Image Segmentation with Constraints Pan, Huizhu The research of Huizhu Pan addresses the problem of image segmentation with constraints though designing and solving various variational models. A novel constraint term is designed for the use of landmarks in image segmentation. Two region-based segmentation models were proposed where the segmentation contour passes through landmark points. A more stable and memory efficient solution to the self-repelling snakes model, a variational model with the topology preservation constraint, was also designed. 2020 Thesis http://hdl.handle.net/20.500.11937/80866 Curtin University fulltext |
| spellingShingle | Pan, Huizhu Variational Image Segmentation with Constraints |
| title | Variational Image Segmentation with Constraints |
| title_full | Variational Image Segmentation with Constraints |
| title_fullStr | Variational Image Segmentation with Constraints |
| title_full_unstemmed | Variational Image Segmentation with Constraints |
| title_short | Variational Image Segmentation with Constraints |
| title_sort | variational image segmentation with constraints |
| url | http://hdl.handle.net/20.500.11937/80866 |