Title: | Efficient reconstruction of large scattered geometric datasets using the partition of unity and radial basis functions |
Authors: | Tobor, Ireneusz Reuter, Patrick Schlick, Christopher |
Citation: | Journal of WSCG. 2004, vol. 12, no. 1-3, p. 467-474. |
Issue Date: | 2004 |
Publisher: | UNION Agency |
Document type: | článek article |
URI: | http://wscg.zcu.cz/wscg2004/Papers_2004_Full/H05.pdf http://hdl.handle.net/11025/1855 |
ISSN: | 1213-6972 |
Keywords: | radiální bázová funkce;rekonstrukce povrchu;implicitní modelování |
Keywords in different language: | radial basis functions;surface reconstruction;implicit modelling |
Abstract: | We present a new scheme for the reconstruction of large geometric data. It is based on the well-known radial basis function model combined with an adaptive spatial and functional subdivision associated with a family of functions forming a partition of unity. This combination offers robust and efficient solution to a great variety of 2D and 3D reconstruction problems, such as the reconstruction of implicit curves or surfaces with attributes starting from unorganized point sets, image or mesh repairing, shape morphing or shape deformation, etc. After having presented the theoretical background, the paper mainly focuses on implementation details and issues, as well as on applications and experimental results. |
Rights: | © UNION Agency |
Appears in Collections: | Volume 12, number 1-3 (2004) |
Please use this identifier to cite or link to this item:
http://hdl.handle.net/11025/1855
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