2 November 2001 Hough transform-based 3D mesh retrieval
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Proceedings Volume 4476, Vision Geometry X; (2001); doi: 10.1117/12.447283
Event: International Symposium on Optical Science and Technology, 2001, San Diego, CA, United States
Abstract
This papre addresses the issue of 3D mesh indexation by using shape descriptors (SDs) under constraints of geometric and topological invariance. A new shape descriptor, the Optimized 3D Hough Transform Descriptor (O3HTD) is here proposed. Intrinsically topologically stable, the O3DHTD is not invariant to geometric transformations. Nevertheless, we show mathematically how the O3DHTD can be optimally associated (in terms of compactness of representation and computational complexity) with a spatial alignment procedure which leads to a geometric invariant behavior. Experimental results have been carried out upon the MPEG-7 3D model database consisting of about 1300 meshes in VRML 2.0 format. Objective retrieval results, based upon the definition of a categorized ground truth subset, are reported in terms of Bull Eye Percentage (BEP) score and compared to those obtained by applying the MPEg-7 3D SD. It is shown that the O3DHTD outperforms the MPEg-7 3D SD of up to 28%.
© (2001) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Titus Zaharia, Francoise J. Preteux, "Hough transform-based 3D mesh retrieval", Proc. SPIE 4476, Vision Geometry X, (2 November 2001); doi: 10.1117/12.447283; https://doi.org/10.1117/12.447283
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KEYWORDS
3D modeling

Data modeling

Hough transforms

Shape analysis

Transform theory

Databases

Optical spheres

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