What Pictures Tell Us about Surface Perception Dhanraj Vishwanath Department of Psychology Rochester Institute of Technology Pictures are a special class of visual surfaces that rarely occur in nature, yet the unusual effects observed in pictorial perception provide clues to the nature of surface perception in general. Some recent results (Vishwanath, Girshick, Banks, 2005) suggest that phenomena in pictorial space perception often though to be disparate (such as perceptual invariance to viewing position, wide angle distortions, and anamorphic effects) are consistent with established optimal-inference models for the recovery of metric properties of visual surfaces. Yet the fact that we even obtain a percept of 3D space in pictures, given the availability of robust cues to a planar 2D surface, is highly puzzling within such models of surface perception. This puzzle indicates that there may be underlying representational constraints (beyond generic priors) that force certain perceptual structures.