Title of article :
Linear Interpolation Revitalized
Author/Authors :
T. Blu، نويسنده , , P. Thévenaz، نويسنده , , and M. Unser، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2004
Abstract :
We present a simple, original method to improve
piecewise-linear interpolation with uniform knots: we shift the
sampling knots by a fixed amount, while enforcing the interpolation
property. We determine the theoretical optimal shift
that maximizes the quality of our shifted linear interpolation.
Surprisingly enough, this optimal value is nonzero and close to
1 5.
We confirm our theoretical findings by performing several experiments:
a cumulative rotation experiment and a zoom experiment.
Both show a significant increase of the quality of the shifted
method with respect to the standard one. We also observe that, in
these results, we get a quality that is similar to that of the computationally
more costly “high-quality” cubic convolution.
Keywords :
interpolation , Piecewise linear approximation , recursive digital filters , spline functions. , approximation methods , Error analysis
Journal title :
IEEE TRANSACTIONS ON IMAGE PROCESSING
Journal title :
IEEE TRANSACTIONS ON IMAGE PROCESSING