Title :
Discontinuity-Based Simplification of Free Form Surface From a Range Image
Author :
Fei, Guoqiang ; Liu, Yonghuai ; Wei, Baogang ; Li, Longzhuang
Author_Institution :
Wales Univ., Aberystwyth
Abstract :
This paper improves an existing method for more accurate simplification of free form surface represented as dense points. The main improvement lies in two aspects: one is the introduction of a novel transformation of curvatures, the other is to propose sampling points using both curvature information and curvature variation information. The experimental results based on real images show that the original object surface has been better approximated and the majority of the surface discontinuities have been better preserved with considerably few sampled (5%) data points
Keywords :
computational geometry; image reconstruction; curvature transformation; curvature variation information; discontinuity-based simplification; free form surface; object surface; range image; real images; surface discontinuities; Computational efficiency; Costs; Image reconstruction; Image sampling; Medical simulation; Rendering (computer graphics); Sampling methods; Shape; Surface reconstruction; Virtual manufacturing;
Conference_Titel :
Pattern Recognition, 2006. ICPR 2006. 18th International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
0-7695-2521-0
DOI :
10.1109/ICPR.2006.454