IEEE Trans Image Process. 2012 Jan;21(1):393-7. doi: 10.1109/TIP.2011.2155073. Epub 2011 May 19.
For economic reasons, most digital cameras use color filter arrays instead of beam splitters to capture image data. As a result of this, only one of the required three color samples becomes available at each pixel location and the other two need to be interpolated. This process is called Color Filter Array (CFA) interpolation or demosaicing. Many demosaicing algorithms have been introduced over the years to improve subjective and objective interpolation quality. We propose an orientation-free edge strength filter and apply it to the demosaicing problem. Edge strength filter output is utilized both to improve the initial green channel interpolation and to apply the constant color difference rule adaptively. This simple edge directed method yields visually pleasing results with high CPSNR.
出于经济原因,大多数数码相机使用彩色滤光片阵列而不是分束器来捕获图像数据。因此,在每个像素位置仅提供所需的三个颜色样本中的一个,而其他两个需要进行插值。这个过程称为彩色滤光片阵列 (CFA) 插值或去马赛克。多年来已经引入了许多去马赛克算法来提高主观和客观插值质量。我们提出了一种无方向边缘强度滤波器,并将其应用于去马赛克问题。边缘强度滤波器的输出既用于改进初始绿色通道插值,也用于自适应地应用恒定色差规则。这种简单的边缘定向方法可实现具有高 CPSNR 的视觉上令人愉悦的结果。