Refinement of the Coherent Point Drift Registration Results by the Example of Cephalometry Problems

2018 ◽  
pp. 55-66
Author(s):  
Alexandra Getmanskaya ◽  
◽  
Dmitry Lachinov ◽  
Vadim Turlapov ◽  
◽  
...  
Keyword(s):  
Coherent Point Drift

Density-Adaptive and Geometry-Aware Registration of TLS Point Clouds Based on Coherent Point Drift

2020 ◽  
Vol 17 (9) ◽  
pp. 1628-1632 ◽  
Author(s):  
Yufu Zang ◽  
Roderik Lindenbergh ◽  
Bisheng Yang ◽  
Haiyan Guan
Keyword(s):  
Point Clouds ◽  
Coherent Point Drift

A Point Set Analysis Method for Hull Blocks Based on CPD and Engineering Constraints

2020 ◽  
Vol 36 (02) ◽  
pp. 105-114
Author(s):  
Guan Guan ◽  
Hongling Liao
Keyword(s):  
Data Analysis ◽  
Multiobjective Optimization ◽  
Error Distribution ◽  
Analysis Method ◽  
Practical Engineering ◽  
Coherent Point Drift ◽  
Point Set ◽  
Optimal Data Analysis ◽  
Important Basis ◽  
Engineering Constraints

A point set analysis method considering the practical engineering constraints has been proposed in this article. First, the coherent point drift method was used to obtain the initial values of data analysis. Second, the error distribution in different directions was expressed by weight vectors. Last, the multiobjective optimization model was built and the engineering constrains were introduced into the multioptimization objective function to achieve the optimal data analysis results. The experimental results proved that the method could obtain the reasonable data analysis results, which met the engineering constraints. It provides the important basis for the subsequent assembly.

scholarly journals Generalised coherent point drift for group-wise multi-dimensional analysis of diffusion brain MRI data

2019 ◽  
Vol 53 ◽  
pp. 47-63 ◽  
Author(s):  
Nishant Ravikumar ◽  
Ali Gooya ◽  
Leandro Beltrachini ◽  
Alejandro F. Frangi ◽  
Zeike A. Taylor
Keyword(s):  
Dimensional Analysis ◽  
Brain Mri ◽  
Coherent Point Drift

A novel approach to the inspection of deformable bodies by adapting the coherent point drift algorithm and using a clustering methodology

2019 ◽  
Vol 103 (1-4) ◽  
pp. 409-422
Author(s):  
Marwa Haj Ibrahim ◽  
Ali Aidibe ◽  
Mohamed Ali Mahjoub ◽  
Antoine Tahan ◽  
Borhen Louhichi
Keyword(s):  
Novel Approach ◽  
Deformable Bodies ◽  
Coherent Point Drift

Track-to-Track Association by Coherent Point Drift

2017 ◽  
Vol 24 (5) ◽  
pp. 643-647 ◽  
Author(s):  
Hao Zhu ◽  
Mingliang Wang ◽  
Ka-Veng Yuen ◽  
Henry Leung
Keyword(s):  
Track Association ◽  
Coherent Point Drift

Robust rigid coherent point drift algorithm based on outlier suppression and its application in image matching

2015 ◽  
Vol 9 (1) ◽  
pp. 095085 ◽  
Author(s):  
Songlin Liu ◽  
Gang Sun ◽  
Zhaodong Niu ◽  
Na Li ◽  
Zengping Chen
Keyword(s):  
Image Matching ◽  
Coherent Point Drift

A robust coherent point drift approach based on rotation invariant shape context

2017 ◽  
Vol 219 ◽  
pp. 455-473 ◽  
Author(s):  
Pengpeng Zhang ◽  
Yu Qiao ◽  
Shengzheng Wang ◽  
Jie Yang ◽  
Yuemin Zhu
Keyword(s):  
Shape Context ◽  
Rotation Invariant ◽  
Coherent Point Drift ◽  
Invariant Shape
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