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A linear filtering solution for color filter array interpolation

机译:彩色滤光片阵列插值的线性滤波解决方案

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摘要

Digital cameras measure a color image by using color filters to interleave red, green, and blue samples across the charge coupled device (CCD) sensor. These samples must be interpolated to the resolution of the sensor to produce a full-color image. Adams and Hamilton proposed an interpolation method for the green image where for each missing sample, an estimate was computed by interpolating along a vertical or horizontal direction. In this method, red, green, and blue samples were used to estimate the green value. This paper provides an analysis of this method and simplifies the algorithm by removing the directional processing. The new method uses one interpolation filter for the green pixels and one interpolation filter for the red and blue pixels. Because the proposed method is a linear system, it runs efficiently on a DSP system. The quality of the output images from the proposed method is equivalent to the quality of the images from the Adams and Hamilton method.
机译:数码相机通过使用滤色镜在电荷耦合器件(CCD)传感器上交错红色,绿色和蓝色样本来测量彩色图像。必须将这些样本内插到传感器的分辨率,以产生全彩色图像。 Adams和Hamilton提出了一种绿色图像的插值方法,其中对于每个丢失的样本,通过沿垂直或水平方向进行插值来计算估计值。在此方法中,红色,绿色和蓝色样本用于估计绿色值。本文对这种方法进行了分析,并通过去除定向处理简化了算法。新方法对绿色像素使用一个插值滤波器,对红色和蓝色像素使用一个插值滤波器。由于该方法是线性系统,因此可以在DSP系统上高效运行。所提出的方法的输出图像的质量等同于亚当斯和汉密尔顿方法的图像的质量。

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