A device, system, and method performs a camera driven background subtraction. The method being performed at an electronic device includes receiving information corresponding to an image-capturing device that is capturing an image. The method includes automatically selecting one of a plurality of image analysis mechanisms based upon the information. The method includes receiving the captured image captured by the image-capturing device. The method includes performing an image analysis using the selected image analysis mechanism on the captured image to determine a foreground and a background in the captured image.