A Universal Approach to Designing an Image Interpolator with an Image Smoothing Filter

Min-Cheng Pan
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Abstract

A number of conventional interpolation techniques have been proposed. However, it seems that there do not exist good criteria for the design of optimal linear interpolators. Also, such an interpolator can hardly provide a satisfactory solution for interpolating noisy images. In this paper, the novelty of this research is that a universal approach is proposed to design an image interpolator with any one image smoothing filter, thereby not only interpolating a down-sampled image but also preserving the characteristics of the performing filtering.
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带平滑滤波器的图像插值器的通用设计方法
已经提出了许多传统的插值技术。然而,对于最优线性插补器的设计,似乎并没有很好的准则。此外,这种插值器很难提供一个令人满意的解决方法来插值噪声图像。本文的新颖之处在于,提出了一种通用的方法来设计具有任意一个图像平滑滤波器的图像插值器,从而不仅可以对下采样图像进行插值,而且可以保持执行滤波的特性。
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3.20
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