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Active Contouring Based on Gradient Vector Interaction and Constrained Level Set Diffusion

Xianghua Xie Orcid Logo

IEEE Transactions on Image Processing, Volume: 19, Issue: 1, Pages: 154 - 164

Swansea University Author: Xianghua Xie Orcid Logo

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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...

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Published in: IEEE Transactions on Image Processing
ISSN: 1057-7149 1941-0042
Published: USA IEEE Computer Society 2009
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URI: https://cronfa.swan.ac.uk/Record/cronfa5305
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first_indexed 2013-07-23T11:52:13Z
last_indexed 2019-06-14T18:56:57Z
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spelling 2019-06-14T15:46:39.5304580 v2 5305 2012-02-23 Active Contouring Based on Gradient Vector Interaction and Constrained Level Set Diffusion b334d40963c7a2f435f06d2c26c74e11 0000-0002-2701-8660 Xianghua Xie Xianghua Xie true false 2012-02-23 SCS 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 . Journal Article IEEE Transactions on Image Processing 19 1 154 164 IEEE Computer Society USA 1057-7149 1941-0042 Deformable Model, Initialisation Invariant, Image Segmentation, Image Processing 22 9 2009 2009-09-22 10.1109/TIP.2009.2032891 http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=5256295 COLLEGE NANME Computer Science COLLEGE CODE SCS Swansea University 2019-06-14T15:46:39.5304580 2012-02-23T17:02:16.0000000 Faculty of Science and Engineering School of Mathematics and Computer Science - Computer Science Xianghua Xie 0000-0002-2701-8660 1
title Active Contouring Based on Gradient Vector Interaction and Constrained Level Set Diffusion
spellingShingle Active Contouring Based on Gradient Vector Interaction and Constrained Level Set Diffusion
Xianghua Xie
title_short Active Contouring Based on Gradient Vector Interaction and Constrained Level Set Diffusion
title_full Active Contouring Based on Gradient Vector Interaction and Constrained Level Set Diffusion
title_fullStr Active Contouring Based on Gradient Vector Interaction and Constrained Level Set Diffusion
title_full_unstemmed Active Contouring Based on Gradient Vector Interaction and Constrained Level Set Diffusion
title_sort Active Contouring Based on Gradient Vector Interaction and Constrained Level Set Diffusion
author_id_str_mv b334d40963c7a2f435f06d2c26c74e11
author_id_fullname_str_mv b334d40963c7a2f435f06d2c26c74e11_***_Xianghua Xie
author Xianghua Xie
author2 Xianghua Xie
format Journal article
container_title IEEE Transactions on Image Processing
container_volume 19
container_issue 1
container_start_page 154
publishDate 2009
institution Swansea University
issn 1057-7149
1941-0042
doi_str_mv 10.1109/TIP.2009.2032891
publisher IEEE Computer Society
college_str Faculty of Science and Engineering
hierarchytype
hierarchy_top_id facultyofscienceandengineering
hierarchy_top_title Faculty of Science and Engineering
hierarchy_parent_id facultyofscienceandengineering
hierarchy_parent_title Faculty of Science and Engineering
department_str School of Mathematics and Computer Science - Computer Science{{{_:::_}}}Faculty of Science and Engineering{{{_:::_}}}School of Mathematics and Computer Science - Computer Science
url http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=5256295
document_store_str 0
active_str 0
description 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 .
published_date 2009-09-22T03:06:21Z
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score 11.016235

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