[IPOL discuss] [IPOL announce] new article: Theory and Practice of Image B-Spline Interpolation

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Mon Jul 23 01:26:44 CEST 2018

A new article is available in IPOL: https://www.ipol.im/pub/art/2018/221/

Thibaud Briand, and Pascal Monasse,
Theory and Practice of Image B-Spline Interpolation,
Image Processing On Line, 8 (2018), pp. 99–141.

We explain how the B-spline interpolation of signals and, in particular, 
of 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. We show experimentally 
that increasing the order improves the interpolation quality. As a 
fundamental application we also provide an implementation of homographic 
transformation of images using B-spline interpolation.

IPOL - Image Processing On Line   - http://ipol.im/

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