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
Pages :
10
From page :
710
To page :
719
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
Serial Year :
2004
Journal title :
IEEE TRANSACTIONS ON IMAGE PROCESSING
Record number :
396957
Link To Document :
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