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面向数字接骨板设计的长骨模型几何分析

童晶 徐昕 陈正鸣 丁桂红 李蒙

计算机工程与应用2016,Vol.52Issue(16):175-179,215,6.
计算机工程与应用2016,Vol.52Issue(16):175-179,215,6.DOI:10.3778/j.issn.1002-8331.1410-0109

面向数字接骨板设计的长骨模型几何分析

Geometric analysis of 3D long bone models for digital bone plate design

童晶 1徐昕 1陈正鸣 1丁桂红 1李蒙1

作者信息

  • 1. 河海大学 物联网工程学院,江苏 常州 213022
  • 折叠

摘要

Abstract

As a common medical equipment to fix fractured bones, bone plate is supposed to be closely fit with bones. However, until now, the designs of bone plates are mostly based on clinical experience, or just take a few bone geometries as references, which cannot be tightly fit with bones and does not meet most patients’requirements. In this paper, an approach to obtain a series of“average bones”from the 3D model set of the bones is proposed, which lays a foundation for serial design of bone plates. The approach first adopts Coherent Point Drift non-rigid registration algorithm and Laplacian-coor-dinate-based mesh deformation algorithm, re-meshing the bone-data to be topology-consistent, and then process by principal component analysis and cluster analysis. Experiments results show that bone plates, manufactured in accordance with such series of“average bones”, can significantly better fit the broken bones, and meet the requirements of practical application.

关键词

三维骨骼模型/网格模型平均化/三维配准/网格变形/聚类分析

Key words

3D bone model/mesh model uniformity/3D registration/mesh deformation/cluster analysis

分类

信息技术与安全科学

引用本文复制引用

童晶,徐昕,陈正鸣,丁桂红,李蒙..面向数字接骨板设计的长骨模型几何分析[J].计算机工程与应用,2016,52(16):175-179,215,6.

基金项目

国家自然科学基金(No.61202284);江苏省科技支撑计划项目(No.BE2014048);常州市应用基础研究计划(No.CJ20130045);浙江大学CAD&CG国家重点实验室开放课题(No.A1405)。 ()

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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