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c# - How to find rectangle of difference between two images

I have two images the same size. What is the best way to find the rectangle in which they differ. Obviously I could go through the image 4 times in different directions, but i'm wondering if there's an easier way.

Example:

first image

second image

difference

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A naive approach would be to start at the origin, and work line by line, column by column. Compare each pixel, keeping note of the topmost, leftmost, rightmost, and bottommost, from which you can calculate your rectangle. There will be cases where this single pass approach would be faster (i.e. where there is a very small differing area)


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