Simplification of scattered point cloud based on feature extraction

3rd International Conference on Genetic and Evolutionary Computing, WGEC 2009

Volumn , Issue , 2009, Pages 335-338

  Peng, Xiwei ^a   Huang, Wenming ^a   Wen, Peizhi ^a   Wu, Xiaojun ^b  

^a GUILIN UNIVERSITY OF ELECTRONIC TECHNOLOGY   (China)

^b HARBIN INSTITUTE OF TECHNOLOGY   (China)

Author keywords

Bounding sphere; Feature extraction; K nearest neighbors; Scattered point cloud; Simplification

Indexed keywords

BOUNDING SPHERE; FEATURE POINT; GEOMETRIC FEATURE; INNER PRODUCT; K-NEAREST NEIGHBORS; NORMAL VECTOR; POINT CLOUD; PRE-PROCESSING TECHNOLOGY; SCATTERED POINT CLOUD; SCATTERED POINTS; SIMPLIFICATION ALGORITHMS;

ALGORITHMS; REENGINEERING; REVERSE ENGINEERING; SPHERES;

FEATURE EXTRACTION;

EID: 77950672288     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WGEC.2009.12     Document Type: Conference Paper

References (6)

1. L.Y. Zhang, R.R. Zhou, W.B. Cai, and L.S. Zhou, "Research on Cloud Data Simplification", Journal of Computer Aided Design and Computer Graphics, 2001, 13 (11): 1019-1023.
2. M. Pauly, M. Gross, and L.P. Kobbelt, "Efficient Simplification of Point-Sampled Surfaces", Proceedings of the Conference on Visualization '02, 2002, pp. 163-170.
3. Y. Ohtake, A. Belyaev, and H.-P. Seidel, "A Multi-scale Approach to 3D Scattered Data Interpolation with Compactly Supported Basis Functions", Proceedings of the Shape Modeling International 2003, May 2003, pp. 153-161.
4. H.T. Wang, L.Y. Zhang, J. Du, Z.W. Li, and R.R. Zhou, "Simplification and Error Analysis Based on Implicit Surface form Measuring Point-sets", Journal of Image and Graphic, 2007, 12 (11): 2114-2118.
5. N. Dyn, A. Iske, and H. Wendland, "Meshfree Thinning of 3D Point Clouds", Foundations of Computational Mathematics, Volume 8, Number 4, August 2008, pp. 409-425.
6. H. Song and H.-Y. Feng, "A progressive point cloud simplification algorithm with preserved sharp edge data", The International Journal of Advanced Manufacturing Technology, March 2009.