Disparity is something that is required to perceive depth from 2D stereo image pairs. For example, to create a stereo image pair in a computer as shown below, I just placed a rectangle and a circle one beside the other in the left image, copied the same thing for the right image as well, and then increased the distance between the rectangle and the circle in the right image.


Disparity = length of the red line - length of the green line.
From the diagram it is clearly evident why the distance between the rectangle and the circle in the right image (red line) is kept greater than the left image (green line) to recreate this 3D effect in the brain when viewed stereoscopically. Think about how the gap should be to view the circle behind the rectangle.
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