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Looking for algorithm for cropping an image part

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Ankster

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Cropping an Image Part

Hi everyone!
I want to crop the square shown in the image . How to do that ? Which
algorithm would be better to do that . I tried but in vain . Can somebody
suggest me some way to crop that square part . I have a lot of images
of same kind but some of them have noise and others dont . But all are
black .
 

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