RANSAC-based DARCES: A new approach to fast automatic registration of partially overlapping range images

被引：218
|
作者：
Chen, CS [1 ]
Hung, YP [1 ]
Cheng, JB [1 ]
机构：
[1] Acad Sinica, Inst Informat Sci, Taipei, Taiwan
来源：
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE | 1999年 / 21卷 / 11期
基金：
美国国家科学基金会;
关键词：
computer vision; range data; range image; registration; 3D imaging;
D O I：
10.1109/34.809117
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, we propose a new method, the RANSAC-based DARCES method, which can solve the partially overlapping 3D registration problem without any initial estimation. For the noiseless case, the basic algorithm of our method can guarantee that the solution it finds is the true one, and its time complexity can be shown to be relatively low. An extra characteristic is that our method can be used even for the case that there are no local features in the 3D data sets.
引用
收藏
页码：1229 / 1234
页数：6
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