•  
  •  
 

Journal of System Simulation

Abstract

Abstract: In order to improve the accuracy and speed of registration between two groups of 4D-CT images under different physiological activities, based on FFD model of multi-resolution B-spline, a registration algorithm using ICP to optimize the model is proposed. The ICP algorithm is added before the traditional b-spline to realize the point cloud registration between two groups of 4D-CT images: the appropriate model is generated from the two segmented groups of 4D-CT images, then the two groups of point clouds in the model are registered with ICP. The improvement rates of similarity measurement at level 1, level 2 and level 3 are 8.68%, 10.46% and 2.39% respectively, and the speed improvement rates are -51.89%, 41.71%, 81.09% respectively.

First Page

1301

Revised Date

2019-11-07

Last Page

1311

CLC

TP391.41

Recommended Citation

Tang Wenjie, Li Ruotong, Deng Xuesong, Si Weixin, Wang Qiong. ICP Optimized B-Spline Non-Rigid Registration for 4D-CT Images[J]. Journal of System Simulation, 2020, 32(7): 1301-1311.

DOI

10.16182/j.issn1004731x.joss.19-VR0436

Plum Print visual indicator of research metrics
PlumX Metrics
  • Citations
    • Citation Indexes: 1
  • Usage
    • Downloads: 53
    • Abstract Views: 12
  • Captures
    • Readers: 1
see details

Share

COinS