3D shape from unorganized 3D point clouds

被引:0
|
作者
Kamberov, G [1 ]
Kamberova, G
Jain, A
机构
[1] Stevens Inst Technol, Dept Comp Sci, Hoboken, NJ 07030 USA
[2] Hofstra Univ, Dept Comp Sci, Hempstead, NY 11549 USA
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中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We present a framework to automatically infer topology and geometry from an unorganized 3D point cloud obtained from a 3D scene. If the cloud is not oriented, we use existing methods to orient it prior to recovering the topology. We develop a quality measure for scoring a chosen topology/orientation. The topology is used to segment the cloud into manifold components and later in the computation of shape descriptors.
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页码:621 / +
页数:4
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