Rational Bi-Quartic Spline with Six Parameters for Surface Interpolation with Application in Image Enlargement

Karim, S.A.A. (2020) Rational Bi-Quartic Spline with Six Parameters for Surface Interpolation with Application in Image Enlargement. IEEE Access, 8. pp. 115621-115633. ISSN 21693536

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Abstract

A new rational bi-quartic spline interpolation scheme is constructed in this study. This rational bi-quartic spline has six free parameters that can be used to refine the final interpolating surface. The degree of smoothness attained is C1 continuity. Image interpolation is one of the methods in image processing that is used to rescale the images, either downscaling or upscaling. The proposed rational bi-quartic spline will be used to interpolate the missing pixel in image interpolation. We employ an algorithm that will speed up the process as well as be able to produce the quality upscaling images. We measure the quality of the proposed method by calculating peak-signal-to-noise-ratio (PSNR). Based on numerical comparison, the proposed scheme gives higher PSNR (consequently smaller RMSE) unlike some existing schemes. Thus, the new rational bi-quartic spline with six parameters is better than the existing scheme via an efficient algorithm. All numerical simulations and graphical results are presented using MATLAB. © 2013 IEEE.

Item Type: Article
Additional Information: cited By 11
Uncontrolled Keywords: Image processing; MATLAB; Signal to noise ratio, C1 continuity; Free parameters; Image enlargement; Image interpolations; Numerical comparison; Peak signal to noise ratio; Quartic spline; Surface interpolation, Interpolation
Depositing User: Mr Ahmad Suhairi UTP
Date Deposited: 10 Nov 2023 03:28
Last Modified: 10 Nov 2023 03:28
URI: https://khub.utp.edu.my/scholars/id/eprint/13817

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