Title :
Filling Holes in Complex Surfaces using Oriented Voxel Diffusion
Author :
Guo, Tong-qiang ; Li, Ji-jun ; Weng, Jian-guang ; Zhuang, Yue-ting
Author_Institution :
Coll. of Comput. Sci., Zhejiang Univ., Hangzhou
Abstract :
Range scanning devices often yield imperfect surface sampling for real-world models with complex features. These holes in the surface are commonly filled with smooth patches conforming to the boundaries. We introduce an oriented voxel diffusion method to fill holes in complex surfaces. First, an initial field of oriented distance is measured according to the existing surface. The implicit surface of the oriented distance field coincides with the existing surface. Second, the oriented distance field diffuses inward the hole until the implicit surface converges. Particularly, the orientation information in the distance field is used to control the diffusion direction accurately. Therefore this method is able to restore the sharp features
Keywords :
feature extraction; image reconstruction; surface reconstruction; complex surfaces; oriented distance field; oriented voxel diffusion; range scanning devices; Computer science; Cybernetics; Educational institutions; Filling; Goniometers; Machine learning; Noise shaping; Reflectivity; Reverse engineering; Sampling methods; Shape measurement; Surface reconstruction; Testing; Feature-based repairing; Filling Holes; Oriented Voxel; Reverse Engineering;
Conference_Titel :
Machine Learning and Cybernetics, 2006 International Conference on
Conference_Location :
Dalian, China
Print_ISBN :
1-4244-0061-9
DOI :
10.1109/ICMLC.2006.259087