An efficient algorithm for non-rigid object registration

被引：10
|
作者：
Makovetskii, A. [1 ]
Voronin, S. [1 ]
Kober, V [1 ]
Voronin, A. [1 ]
机构：
[1] Chelyabinsk State Univ, Ul Bratiev Kashirinykh 129, Chelyabinsk 454001, Russia
来源：
COMPUTER OPTICS | 2020年 / 44卷 / 01期
关键词：
iterative closest points; nonrigid ICP; shape registration; affine transformation; orthogonal transformation; point-to-point; point-to-plane; deformable surfaces; AFFINE REGISTRATION; RECONSTRUCTION;
D O I：
10.18287/2412-6179-CO-586
中图分类号：
O43 [光学];
学科分类号：
070207 ; 0803 ;
摘要：
An efficient algorithm for registration of two non-rigid objects based on geometrical transformation of the template object to target object is proposed. The transformation is considered as warping of the template onto the target. To choose the most suitable transformation from all possible warps, a registration algorithm should satisfy deformation constraints referred to as regularization of non-rigid objects. In this work, we use variational functionals for affine transformations. With the help of computer simulation, the proposed method for searching the optimal geometrical transformation is compared with that of common algorithms.
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页码：67 / 73
页数：7
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