Variational mesh segmentation via quadric surface fitting

被引:105
|
作者
Yan, Dong-Ming [1 ,2 ]
Wang, Wenping [2 ]
Liu, Yang [3 ]
Yang, Zhouwang [4 ]
机构
[1] KAUST, GMSV Ctr, Thuwal 239556900, Saudi Arabia
[2] Univ Hong Kong, Dept Comp Sci, Hong Kong, Hong Kong, Peoples R China
[3] Microsoft Res Asia, Beijing 100800, Peoples R China
[4] Univ Sci & Technol China, Hefei 230026, Peoples R China
关键词
Mesh segmentation; Quadric surface fitting; Error metric; SQUARES; EXTRACTION; CURVES; MODELS;
D O I
10.1016/j.cad.2012.04.005
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
We present a new variational method for mesh segmentation by fitting quadric surfaces. Each component of the resulting segmentation is represented by a general quadric surface (including plane as a special case). A novel energy function is defined to evaluate the quality of the segmentation, which combines both L-2 and L-2,L-1 metrics from a triangle to a quadric surface. The Lloyd iteration is used to minimize the energy function, which repeatedly interleaves between mesh partition and quadric surface fitting. We also integrate feature-based and simplification-based techniques in the segmentation framework, which greatly improve the performance. The advantages of our algorithm are demonstrated by comparing with the state-of-the-art methods. (c) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1072 / 1082
页数:11
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