At the same time, a grayscale interpolation algorithm is also required, which uses conversion relationships to calculate formulas and map the output image pixels of the input image to coordinates, not integers. Three methods are commonly used: the nearest adjacent interpolation, the pair linear interpolation, and the third convolution interpolation.
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