使用高阶外推提高了滤色器阵列去马赛克的精度

J. S. J. Li, S. Randhawa
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引用次数: 8

摘要

去马赛克是在使用单传感器数码相机进行彩色图像捕获时确定每个像素上缺失的颜色值的过程。在本文中,我们推导了新的外推方程,通过包含泰勒级数的高阶项来提高去马赛克的精度。我们提出的方法将对缺失的颜色值产生四个方向估计,其中至少包括一个高度精确的近似选择作为输出。通过避免在边缘上插值,我们的方法给出了更准确的边缘周围的颜色估计。研究表明,我们的方法在色彩准确性方面优于其他技术,特别是在图像的边缘。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Improved accuracy for colour filter array demosaicking using high order extrapolation
Demosaicking is a process to determine missing colour values at each pixel when a single-sensor digital camera is used for colour image capture. In this paper, we derived new extrapolation equations to improve the accuracy of demosaicking by including higher order terms of the Taylor series. Our proposed method will produce four direction-oriented estimates of the missing colour value, which will consist of at least one highly accurate approximation for selection as the output. By avoiding interpolation across an edge, our method gives more accurate colour estimation around edges. It has been shown that our method outperforms other techniques in colour accuracy, particularly at the edges of an image.
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