Realization of a Prototype System for Point Cloud Data Processing in Reverse Engineering

Article Preview

Abstract:

In Reverse Engineering (RE), Point Cloud Data (PCD) processing is of great importance. But at present, a number of key issues about its algorithms are unresolved. This article mainly introduces the author who has done the research and put forward some specific algorithms on the aspects of data topology reconstruction, multi-view data registration and data reduction, and then developed a PCD processing system --3DPointshop, based on OpenGL and MFC. Through a series of instances of tests show that the prototype system which contains the algorithms and function modules will be able to implement on PCD processing well and could achieve the practical application level.

You might also be interested in these eBooks

Info:

Periodical:

Pages:

419-422

Citation:

Online since:

December 2011

Export:

Price:

Permissions CCC:

Permissions PLS:

Сopyright:

© 2012 Trans Tech Publications Ltd. All Rights Reserved

Share:

Citation:

[1] G. Goodsell: On finding p-th nearest neighbors of scattered points in two dimensions for small p Computer Aided Geometric Design, 17(4), 387–392 (2000).

DOI: 10.1016/s0167-8396(00)00009-1

Google Scholar

[2] Y. Hecker, R. Bolle: On geometric hashing and the generalized Hough transform. IEEE Transactions on Systems, Man and Cybernetics, 24(1), 1328–1338 (1994).

DOI: 10.1109/21.310509

Google Scholar

[3] P. Besl and N. McKay: A method for registration of 3-D shapes. Trans. PAMI, 14(2), 239–255 (1992).

Google Scholar

[4] P.Cignoni, C.Montani and R.Scopigno: A comparison of mesh simplification algorithms. Computers & Graphics, 22(1), 37–54 (1998).

DOI: 10.1016/s0097-8493(97)00082-4

Google Scholar

[5] Bang-Shu Xiong, Ming-Yi He, Hua-Jing Yu: Algorithm for Finding k-Nearest Neighbors of Scattered Points in Three Dimensions.Journal of Computer-Aided Design & Computer Graphics, 16(7),909–917 (2004). (in Chinese)

Google Scholar

[6] Xiao-lei Du and Yong Zhuo: A point cloud data reduction method based on curvature. Proceeding 2009 IEEE 10th International Conference on Computer-Aided Industrial Design and Conceptual Design2009, Wenzhou, China, November 26–29, 914–918 (2009).

DOI: 10.1109/caidcd.2009.5375038

Google Scholar

[7] Yong Zhuo and Xiao-lei Du: Automatic registration of partial overlap three dimensional surfaces. Mechanic Automation and Control Engineering, 299-302 (2010).

DOI: 10.1109/mace.2010.5535865

Google Scholar

[8] Three-dimensional scanning the database in Stanford University http://graphics.stanford.edu/data/3Dscanrep/

Google Scholar