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Active Contouring Based on Gradient Vector Interaction and Constrained Level Set Diffusion
IEEE Transactions on Image Processing, Volume: 19, Issue: 1, Pages: 154 - 164
Swansea University Author:
Xianghua Xie
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DOI (Published version): 10.1109/TIP.2009.2032891
Abstract
This paper addresses an important issue in deformable modeling: initialisation dependency for edge-based models. To the best of our knowledge, this is the first edge-based deformable method that can achieve practical initialisation invariance. It can handle more sophisticated topological changes tha...
| Published in: | IEEE Transactions on Image Processing |
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| ISSN: | 1057-7149 1941-0042 |
| Published: |
USA
IEEE Computer Society
2009
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| Online Access: |
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| URI: | https://cronfa.swan.ac.uk/Record/cronfa5305 |
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| Abstract: |
This paper addresses an important issue in deformable modeling: initialisation dependency for edge-based models. To the best of our knowledge, this is the first edge-based deformable method that can achieve practical initialisation invariance. It can handle more sophisticated topological changes than splitting and merging. It provides new potentials for edge-based active contour methods, particularly when detecting and localising objects with unknown location, geometry, and topology . |
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| Keywords: |
Deformable Model, Initialisation Invariant, Image Segmentation, Image Processing |
| College: |
Faculty of Science and Engineering |
| Issue: |
1 |
| Start Page: |
154 |
| End Page: |
164 |