Remove moving items from the picture

Implement a program that takes as an input video stream from stationary camera. Let's say town square with lots of people passing by. Then over the time calculate what value of each pixel is most frequent and create final image from these values. This should result in image of only the static objects that leave biggest "imprint" in the average values and remove all the people that were walking through the scene.

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