Title :
Using Radial Basis Functions to Solve Geodesics Equations for Body Measurements
Author :
Ng, R. ; Pong, G.T.Y. ; Wong, M.
Author_Institution :
Inst. of Textiles & Clothing, Hong Kong Polytech. Univ.
Abstract :
For the application of apparel industry, 3D body measurements are the minimal are length distances between the point couples along the body surface. The calculation of geodesics is nontrivial, and can only be approximated for free-form surfaces, because the computation of geodesics requires solving a set of ordinary differential equations (geodesics equations), which do not exhibit any closed form solution for free-form surfaces. In this article, the method of radial basis function (RBF) is used in solving the geodesics equations based on the bicubic tensor product Bezier patches. This method does not require any mesh to support the localized approximations. The accuracy and efficiency of this meshless collocation method are examined by comparison to the Ritz´s method
Keywords :
clothing industry; differential equations; radial basis function networks; 3D body measurements; Ritz method; apparel industry; bicubic tensor product Bezier patches; differential equations; free-form surfaces; geodesics equations; localized approximations; meshless collocation method; radial basis function; radial basis functions; Closed-form solution; Clothing; Differential equations; Geophysics computing; Level measurement; Mathematics; Spline; Systems engineering and theory; Tensile stress; Textiles; Geodesics; Radial Basis Functions;
Conference_Titel :
Computational Engineering in Systems Applications, IMACS Multiconference on
Conference_Location :
Beijing
Print_ISBN :
7-302-13922-9
Electronic_ISBN :
7-900718-14-1
DOI :
10.1109/CESA.2006.4281650