how to decide if extracted region is a character

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im working on ALPR and i have extracted a licens plate than i do:
  1. i remove some of small and big object
  2. extract conected components
  3. template matching for each extracted componet
it work quite good, but there is always somthing that is not a character. So i there any way to decide if extracted region is a character or not? or maybe i shoud do some more pre procesing the image?

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Image Analyst
Image Analyst 2014-12-25
Try the OCR capability in the Computer Vision System Toolbox http://www.mathworks.com/help/vision/ref/ocr.html#bt548t1-2_1

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