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Text Extraction from complex background image

Hi i am a 4th year thesis student. My thesis topics is text string extraction from color image. I have completed almost. but my problem is that with the text some noise has been attached. i have try to remove the noise using connected component, but does not work. It also remove some text or part of text. So i am totally confused how to remove this noise. plzzzz any body help me how can i do this, because my thesis submission date is very close.

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