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Cropping a face out of an image and leave a black rectangle on the original image

I have an image with multiple faces. Each time I detect a face I want to remove the thumbnail and leave a black rectangle where the face was. How do I leave that black rectangle on the original image where the face was? I am am doing this in Java.

Thanks