Title: Direct 3D pattern matching
Authors: Vergeest, Yoris S. M.
Spanjaard, Sander
Song, Yu
Citation: Journal of WSCG. 2002, vol. 10, no. 1-2, p. 469-476.
Issue Date: 2002
Publisher: UNION Agency
Document type: článek
URI: http://wscg.zcu.cz/wscg2002/Papers_2002/A95.pdf
ISSN: 1213-6972 (print)
1213-6980 (CD-ROM)
1213-6964 (online)
Keywords: volné tvary;volné znaky;shluk bodů;porovnávání tvarů;Hausdorffova vzdálenost;optimalizace
Keywords in different language: freeform shape;freeform features;point cloud;shape matching;Hausdorff distance;optimization
Abstract: We have studied the problem of extracting shape parameters from freeform features in full 3D. The freeform features are typically encountered in laser-scanned data from physical parts or in point clouds from any source. Matching involves 1) the search for optimal position and orientation of the template shape and 2) the adjustment of a number (d) of intrinsic shape parameters. The type and total number of parameters (6+d), and hence the family of template shapes is determined by the type of feature. We have analyzed the robustness, accuracy and the efficiency of Hausdorff-like shape distance measures. A number of search strategies have been tested and were evaluated against convergence and computational performance. The practical relevance of the technique is addressed as well.
Rights: © UNION Agency
Appears in Collections:Volume 10, number 1-2 (2002)

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Please use this identifier to cite or link to this item: http://hdl.handle.net/11025/6014

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