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Detection of pixels with high connectivity

Greetings guys, I'm trying to detect some scratches over metal bars

This is the image after adaptive thresholding, I tried morphological operation and blurring to remove the salt and pepper noises but often it removes the scratch also.

Any idea on how to extract it? image description