Automatic generation of 3D surface model from scatter points based on projective constraint

Shunyi Zheng; Guozhong Su; Zuxun Zhang; Chengcai Zheng

doi:10.1117/12.654936

3 November 2005 Automatic generation of 3D surface model from scatter points based on projective constraint

Shunyi Zheng, Guozhong Su, Zuxun Zhang, Chengcai Zheng

Proceedings Volume 6043, MIPPR 2005: SAR and Multispectral Image Processing; 60431T (2005) https://doi.org/10.1117/12.654936
Event: MIPPR 2005 SAR and Multispectral Image Processing, 2005, Wuhan, China

Abstract

Three dimensional (3D) Surface model reconstruction from 3D scatter points is of great importance in variable fields such as 3D reconstruction based on images, scientific computing visualization, reserve engineering, industry design, analysis and simulation, virtual reality etc.. However, presently 3D points can be obtained with comparatively mature methods such as imagery methods (like photogrammetry, computer vision) and laser scanning etc. while surface model reconstruction from 3D scatter points is still a difficult problem. In this paper, a novel algorithm for automatic generation of 3D surface model based on projective constraint has been proposed. It makes full advantage of projective constraint of points and transfers the 3D Delaunay triangulation problem to a 2D Delaunay triangulation problem. Finally, 3D surface model can be automatically reconstructed. Experiment results show its reliability and robustness.

Citation Download Citation

Shunyi Zheng, Guozhong Su, Zuxun Zhang, and Chengcai Zheng "Automatic generation of 3D surface model from scatter points based on projective constraint", Proc. SPIE 6043, MIPPR 2005: SAR and Multispectral Image Processing, 60431T (3 November 2005); https://doi.org/10.1117/12.654936

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