DocumentCode
960280
Title
Linear interpolation revitalized
Author
Blu, Thierry ; Thévenaz, Philippe ; Unser, Michael
Author_Institution
Biomed. Imaging Group FSTI/IOA, Swiss Fed. Inst. of Technol. Lausanne, Switzerland
Volume
13
Issue
5
fYear
2004
fDate
5/1/2004 12:00:00 AM
Firstpage
710
Lastpage
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
approximation theory; error analysis; image sampling; interpolation; optimisation; piecewise linear techniques; recursive filters; splines (mathematics); approximation methods; cubic convolution; cumulative rotation experiment; error analysis; linear interpolation revitalized; piecewise-linear interpolation; recursive digital filters; shifted linear interpolation; spline functions; theoretical optimal shift; Computational efficiency; Convolution; Digital filters; Error analysis; Interpolation; Kernel; Piecewise linear approximation; Piecewise linear techniques; Sampling methods; Spline; Algorithms; Feedback; Image Enhancement; Image Interpretation, Computer-Assisted; Information Storage and Retrieval; Linear Models; Numerical Analysis, Computer-Assisted; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted; Subtraction Technique; Video Recording;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/TIP.2004.826093
Filename
1288196
Link To Document