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A Versatile Demosaicing Algorithm for Performing Image Zooming

机译:用于图像缩放的通用去马赛克算法

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摘要

Recently, there has been an explosion in the design of color filter arrays (CFA). While CFAs used to be based on red, green and blue primary colors, there is also a trend for the design of CFAs that use non-RGB colors. Also, some demosaicing algorithms are now proposed that not only work for the popular Bayer CFA, but also for various types of CFAs. In this paper, we propose an approach for performing image resizing by using the generic demosaicing algorithm of Horé et al. The experimental results show that our approach is reliable and the performances in image resizing are better than some joint demosaicing and zooming algorithms as well as some popular resizing algorithms such as the Bilinear algorithm.
机译:最近,彩色滤光片阵列(CFA)的设计出现了爆炸式增长。尽管CFA以前是基于红色,绿色和蓝色原色,但是使用非RGB颜色的CFA的设计也有趋势。而且,现在提出了一些去马赛克算法,这些算法不仅适用于流行的Bayer CFA,而且适用于各种类型的CFA。在本文中,我们提出了一种使用Horé等人的通用去马赛克算法执行图像大小调整的方法。实验结果表明,与某些联合去马赛克和缩放算法以及一些流行的尺寸调整算法(例如双线性算法)相比,我们的方法是可靠的,并且在图像调整大小方面的性能要好一些。

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