Theory and Practice of Image B-Spline Interpolation
Thibaud Briand, Pascal Monasse
⚠ This is a preprint. It may change before it is accepted for publication.

Abstract

We explain how the B-spline interpolation of signals and images can be efficiently performed by linear filtering. Based on the seminal two-step method proposed by Unser et al. in 1991, we propose two slightly different prefiltering algorithms whose precisions are proven to be controlled thanks to a rigorous boundary handling. This paper contains all the information, theoretical and practical, required to perform efficiently B-spline interpolation for any order and any boundary extension. We describe precisely how to evaluate the kernel and to compute the B-spline interpolator parameters. As a fundamental application we also provide an implementation of homographic transformation of images using B-spline interpolation.

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