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High-quality linear interpolation correction gradient for performing demosaicing processing of color images

机译:用于执行彩色图像去马赛克处理的高质量线性插值校正梯度

摘要

A gradient-corrected linear interpolation method and system for the demosaicing of color images. The method and system compute an interpolation using some a current technique (preferably a bilinear interpolation technique to reduce computational complexity), compute a correction term (such as a gradient of a desired color at a given pixel), and linearly combine the interpolation and the correction term to produce a corrected, high-quality interpolation of a missing color value at a pixel. The correction term may be a gradient correction term computed from the current color of the current pixel. This gradient is directly used to affect and correct the estimated color value produced by the prior art interpolation technique. The gradient-corrected linear interpolation method and system may also apply a gradient-correction gain to the gradient correction term. This gradient-correction gain affects the amount of gradient correction that is applied to the interpolation.
机译:一种用于彩色图像去马赛克的梯度校正线性插值方法和系统。该方法和系统使用一些当前技术(最好是双线性插值技术以减少计算复杂度)来计算插值,计算校正项(例如给定像素处的所需颜色的梯度),并将插值和校正项,以生成像素处缺失颜色值的校正后的高质量插值。校正项可以是根据当前像素的当前颜色计算出的梯度校正项。该梯度直接用于影响和校正由现有技术插值技术产生的估计颜色值。梯度校正线性插值方法和系统还可将梯度校正增益应用于梯度校正项。该梯度校正增益会影响应用于插值的梯度校正量。

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