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Active Contouring Based on Gradient Vector Interaction and Constrained Level Set Diffusion / Xianghua, Xie

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

Swansea University Author: Xianghua, Xie

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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 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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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 .
Keywords: Deformable Model, Initialisation Invariant, Image Segmentation, Image Processing
College: College of Science
Issue: 1
Start Page: 154
End Page: 164