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Fast Recursive Computation of 3D Geometric Moments from Surface Meshes.

Authors :
Koehl, Patrice
Source :
IEEE Transactions on Pattern Analysis & Machine Intelligence. Nov2012, Vol. 34 Issue 11, p2158-2163. 6p.
Publication Year :
2012

Abstract

A new exact algorithm is proposed to compute the 3D geometric moments of a homogeneous shape defined by an unstructured triangulation of its surface. This algorithm relies on the analytical integration of the moments on tetrahedra defined by the surface triangles and a central point and on a set of recurrent relationships between the corresponding integrals, and achieves linear running time complexities with respect to the number of triangles in the surface mesh and with respect to the number of moments that are computed. This effectively reduces the complexity for computing moments up to order N from N^6 to N^3 with respect to the fastest previously proposed exact algorithm. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
01628828
Volume :
34
Issue :
11
Database :
Academic Search Index
Journal :
IEEE Transactions on Pattern Analysis & Machine Intelligence
Publication Type :
Academic Journal
Accession number :
82707587
Full Text :
https://doi.org/10.1109/TPAMI.2012.23