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Extract white regions from binary images

Time:12-17

I am trying to select only the eyes that were segmented from some face images. Here is one example of one binary image.

enter image description here

The problem is that I want to get each eye of the image, putting them centered in a fixed size squared image. In this case, there will be two images with the eye centered on a fixed nxn squared image.

I tried to check the following post ROI1_100x100

ROI2_100x100

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