Computer Science ›› 2014, Vol. 41 ›› Issue (2): 157-160.

Previous Articles     Next Articles

Direct Triangulation Algorithm for Three-dimensional Scattered Points

QIU Chun-li and XU Hong-li   

  • Online:2018-11-14 Published:2018-11-14

Abstract: The triangulation of scattered points plays an important role in surface reconstruction.This paper provided an efficient triangle algorithm for this kind of point,based on deeply analyzing the basic method of triangulation.This algorithm puts the strategy of dynamic ball into surface reconstruction,from the incremental computation theory and the constraint method and vertex measure function,is extended to cover the entire surface starting from a basic triangle.The experimental result and analysis show that this algorithm not only reconstructs surface efficiency,but also furthest keeps the characteristics of original surface.Both theoretical analysis and simulation results justify the feasibility of the algorithm above.

Key words: Scattered point clouds,Surface reconstruction,Constraint and evaluation criterion,Dynamic ball strategy

[1] 王永波.基于地面LiDAR点云的空间对象表面重建及其多分辨率表达[M].南京:东南大学出版社,2011:41-53
[2] Galvez A,Iglesias A.Particle swarm optimization for non-uniform rational B-spline surface reconstruction from clouds of 3D data points[J].Information Sciences,2012,2:174-192
[3] Yoo Dong-Jin.Three-dimensional surface reconstruction of hu-man bone using a B-spline based interpolation approach[J].Computer-Aided Design,2011,3(8):934-947
[4] Amenta N,Bern M,Kanvysselis M.A new voronoi based surface reconstruction algorithm[C]∥Proceedings of ACM SIGGRAPH.1998:415-421
[5] Bernardini F,Mittleman J.The Ball Pivoting Algorithm for surface Reconstruction[C]∥Proceeding of ICCV.2007
[6] Gopi M,Krishnan S.Surface reconstruction based on Lower Dimensional Localized Delaunay Triangulation[J].Proceedings of Eurographics,2000,9(3):467-478
[7] 田晓东,王辉,等.反求工程中三角网格拓扑生成的算法研究[J].机械设计与制造工程,2001,0(5):42-44
[8] 慈瑞海,李东波.一种散乱数据的三角剖分新算法[J].计算机集成制造系统,2005,1(11):1640-1643
[9] 吕琼琼.激光雷达点云数据的三维建模技术[D].北京:北京交通大学,2009

No related articles found!
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!