Brightness constancy

brightness constancy - the tendency for a visual object to be perceived as having the same brightness under widely different conditions of illumination.

Example: The one on the left should appear brighter.  In fact, this is a visual illusion; the two central gray squares are physically identical, one surrounded by white and the other surrounded by black.