Detection of salient curvature features on polygonal surfaces

被引:77
|
作者
Watanabe, K [1 ]
Belyaev, AG [1 ]
机构
[1] Univ Aizu, Grad Sch Comp Sci & Engn, Aizu Wakamatsu, Fukushima 9658580, Japan
关键词
Computational geometry - Face recognition - Feature extraction - Image analysis - Image quality - Surfaces;
D O I
10.1111/1467-8659.00531
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
We develop an approach for stable detection of perceptually salient curvature features on surfaces approximated by dense triangle meshes. The approach explores an "area degenerating" effect of the focal surface near its singularities and combines together a new approximations of the mean and Gaussian curvatures, nonlinear averaging of curvature maps, histogram-based curvature extrema filtering, and an image processing skeletonization procedure adapted for triangular meshes. Finally we use perceptually significant curvature extrema triangles to enhance the Garland-Heckbert mesh decimation method.
引用
收藏
页码:C385 / C392
页数:8
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