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How can I recognize OCR characters on flood levels?

Hello all

I am reading letters and numbers from car cylinder by using OCR. The numbers and letters are carved out on cylinder. I attached a sample image. My OCR code cannot category characters. I guess this is because of the same color of the characters with their around.

Can anyone suggest me solution?

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Illumination methods may be the key to success here-

 

Can you try darkfield or polarized lighting techniques?

 

http://www.edmundoptics.com/technical-resources-center/illumination/choose-the-correct-illumination/

 

-AK2DM

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