character matching in grayscale image

Posted by maximus on Stack Overflow See other posts from Stack Overflow or by maximus
Published on 2010-04-08T07:16:33Z Indexed on 2010/04/08 7:23 UTC
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I made patterns: images with the "A" letter of different sizes (from 12 to 72: 12, 14, .., 72) And I tested the method of pattern matching and it gave a good results. One way to select text regions from image is to run that algorithm for all small and big letters and digits of different sizes. And fonts! I don't like it. Instead of it I want to make something like a universal pattern or better to say: scanning image with different window sizes and select those regions where some function (probability of that there is a character at that window) is more than some fixed value. Do you know any methods or ideas to make that function? It must work with original image (grayscale).

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