Image preprocessing first needs to separate the characters to be recognized from the input grayscale image. The most common method is image binarization. The so-called image binarization refers to the transformation of a gray scale image into an image containing only two gray values, one for the background and the other for the characters to be recognized. It is necessary to find a suitable threshold to distinguish the background from the characters.
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