使用五阶和七阶多项式参数核的图像插值

Natasa Savic, Z. Milivojevic
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引用次数: 0

摘要

本文的第一部分描述了单参数五阶和七阶多项式插值卷积核。论文的第二部分进行了实验。对图像插值的精度进行了验证。使用插值核对基底中的测试图像进行插值。利用均方误差(MSE)测量插值核的精度。其次,通过最小化最小均方差确定最优核参数α。之后,对五阶和七阶多项式核的最小MSE值进行了比较分析。结果用表格和图形表示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
IMAGE INTEROLATION USING OF THE FIFTH AND SEVENTH ORDER POLYNOMIAL PARAMETER KERNELS
In the first part of the paper, one-parameter (1P), fifth and seventh order polynomial interpolationconvolution kernels, are described. In the second part of the paper an Experiment is described. The precision of theimage interpolation was tested. Interpolation of the Test images from the base, using interpolation kernels, wereperformed. The precision of the interpolation kernels was measured using the mean squared error (MSE). Next,optimum kernel parameter, α, were determined by minimizing MSE. After that, a comparative analysis of theminimum MSE values, for the fifth and seventh order polynomial kernels, was performed. The results are presentedtabularly and graphically.
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