Title :
Data fitting by spline functions using the biorthonormal basis of the B-spline basis
Author :
Haruki, Ryoji ; Horiuchi, Takahiko
Author_Institution :
Tsukuba Software Lab. Co. Ltd, Japan
Abstract :
The basis for the spline function space which is orthogonal to the B-spline basis is derived, i.e. the biorthonormal basis of the B-spline basis. The derived basis makes it easy to obtain B-spline coefficients from a given function in a straightforward way. This is applied to data fitting by spline functions, which uses the least square approximation. Then computing quantities and errors are examined, and the effectiveness and potential of this approach is described
Keywords :
Hilbert spaces; least squares approximations; splines (mathematics); B-spline basis; biorthonormal basis; data fitting; Aerospace industry; Computer industry; Curve fitting; Data mining; Equations; Laboratories; Least squares approximation; Least squares methods; Polynomials; Spline;
Conference_Titel :
Pattern Recognition, 2000. Proceedings. 15th International Conference on
Conference_Location :
Barcelona
Print_ISBN :
0-7695-0750-6
DOI :
10.1109/ICPR.2000.903537