The things that you mentione are not just details, they are subject of wide 
study and specialization.

>From all the books from computer vision / image processing that I have, the 
best one that addresses your enquiries is "Algorithms for Image Processing 
and Computer Vision", from J.R. Parker, 2nd edition. ISBN 978-0-470-64385-3

Cheers,

Andres


El domingo, 11 de junio de 2017, 16:06:43 (UTC-3), [email protected] 
escribió:
>
> I am trying to do do OCR using tesseract on images. I am unable to figure 
> out a proper pre processing technique for the same.
>
> the problems I am facing is:
>
> 1. Low contrast images: The images have different texts with different 
> font sizes. So what should be my approach to enhance the contrast of any 
> image.
>
> 2. Problem of touching characters: Sometimes after applying adaptive 
> thresholding I am facing the problem of touching characters (in which two 
> adjacent characters are touching each other) What is the best way to figure 
> out a solution for that.
>
> 3. Problem of non uniform illumination: How should I proceed if I want to 
> solve the problem of non uniform illumination ? 
>
> How can image segmentation solve my problem ?
>
> I have added a sample image. Assume that the image is not rotated as it is 
> there in the picture. But the variety of font sizes and the text segments 
> in the image are exact replica of what I am asking about ? Apart from above 
> mentioned steps, I would appreciate any  kind of suggestion for pre - 
> processing of the above image. Let me know if you have worked out a 
> solution for something related to this. 
>
> Thanks
>
>
>

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