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Gradient based threshold free color filter array interpolation

机译:基于梯度的无阈值彩色滤光片阵列插值

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Color Filter Array (CFA) interpolation is an integral part of image processing pipeline for single sensor digital cameras. Many CFA algorithms have been proposed over the years to improve resulting image quality. One such algorithm is the highly successful Directional Linear Minimum Mean-Square Error Estimation (DLMMSE) method. We make several observations on this algorithm and propose a new method to address those points. The proposed method yields visually pleasing results and outperforms all CFA interpolation algorithms that are included in a recent survey paper in terms of PSNR.
机译:彩色滤光片阵列(CFA)插值是单传感器数码相机图像处理管道中不可或缺的一部分。多年来,已经提出了许多CFA算法来改善最终的图像质量。一种这样的算法是非常成功的方向线性最小均方误差估计(DLMMSE)方法。我们对该算法进行了一些观察,并提出了一种解决这些问题的新方法。提出的方法在视觉上令人愉悦,并且在PSNR方面优于最近的调查论文中包括的所有CFA插值算法。

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