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Received: 2006-09-15

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Journal of Zhejiang University SCIENCE A 2007 Vol.8 No.4 P.575~585

10.1631/jzus.2007.A0575


A level set based segmentation approach for point-sampled surfaces


Author(s):  MIAO Yong-wei, FENG Jie-qing, ZHENG Guo-xian, PENG Qun-sheng

Affiliation(s):  State Key Lab. of CAD & CG, Zhejiang University, Hangzhou 310027, China; more

Corresponding email(s):   miaoyw@cad.zju.edu.cn

Key Words:  Point-sampled surfaces, Segmentation, Level set method, Extended curvature field


MIAO Yong-wei, FENG Jie-qing, ZHENG Guo-xian, PENG Qun-sheng. A level set based segmentation approach for point-sampled surfaces[J]. Journal of Zhejiang University Science A, 2007, 8(4): 575~585.

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author="MIAO Yong-wei, FENG Jie-qing, ZHENG Guo-xian, PENG Qun-sheng",
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year="2007",
publisher="Zhejiang University Press & Springer",
doi="10.1631/jzus.2007.A0575"
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%A FENG Jie-qing
%A ZHENG Guo-xian
%A PENG Qun-sheng
%J Journal of Zhejiang University SCIENCE A
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%I Zhejiang University Press & Springer
%DOI 10.1631/jzus.2007.A0575

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T1 - A level set based segmentation approach for point-sampled surfaces
A1 - MIAO Yong-wei
A1 - FENG Jie-qing
A1 - ZHENG Guo-xian
A1 - PENG Qun-sheng
J0 - Journal of Zhejiang University Science A
VL - 8
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SP - 575
EP - 585
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Y1 - 2007
PB - Zhejiang University Press & Springer
ER -
DOI - 10.1631/jzus.2007.A0575


Abstract: 
Segmenting a complex 3D surface model into some visually meaningful sub-parts is one of the fundamental problems in digital geometry processing. In this paper, a novel segmentation approach of point-sampled surfaces is proposed, which is based on the level set evolution scheme. To segment the model so as to align the patch boundaries with high curvature zones, the driven speed function for the zero level set inside narrow band is defined by the extended curvature field, which approaches zero speed as the propagating front approaches high curvature zone. The effectiveness of the proposed approach is demonstrated by our experimental results. Furthermore, two applications of model segmentation are illustrated, such as piecewise parameterization and local editing for point-sampled geometry.

Darkslateblue:Affiliate; Royal Blue:Author; Turquoise:Article

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