Vector-city vector distance transform

被引:39
作者
Satherley, R [1 ]
Jones, MW [1 ]
机构
[1] Univ Coll Swansea, Dept Comp Sci, Swansea SA2 8PP, W Glam, Wales
基金
英国工程与自然科学研究理事会;
关键词
distance field; distance transform; chamfer distance transform; vector distance transform; Euclidean distance; subvoxel accuracy; voxelization;
D O I
10.1006/cviu.2001.0915
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper will examine the current chamfer and vector distance transforms for encoding objects as distance fields. A new vector distance transform is introduced which uses the city-block chamfer distance transform as a basis. Detailed error analysis using real CT data is presented, demonstrating the improved accuracy of the new approach over existing methods. The production of a subvoxel accurate distance field is also demonstrated by employing an improved classification. Distance fields are shown for skull and chess piece datasets. (C) 2001 Academic Press.
引用
收藏
页码:238 / 254
页数:17
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