Our goal in this paper is to set a theoretical basis for the comparison of re-sampling and interpolation methods. We consider the general problem of the approximation of an arbitrary continuously-defined function f(x)—not necessarily bandlimited—when we vary the sampling step T. We present an accurate $ L ^{ 2 } $ computation of the induced approximation error as a function of T for a general class of linear approximation operators including interpolation and other kinds of projectors. This new quantitative result provides exact expressions for the asymptotic development of the error as T→0, and also sharp (asymptotically exact) upper bounds.
Type
conference paper
Date Issued
1997
Publisher
Journal
Proceedings of the 1997 IEEE International Conference on Image Processing (ICIP'97)
Issue
Santa Barbara CA, USA
Start page
663
End page
666
Peer reviewed
REVIEWED
Written at
EPFL
EPFL units
Available on Infoscience
September 18, 2015
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