Generating an image that affords slant perception from stereo, without pictorial cues - Robotics Institute Carnegie Mellon University

Generating an image that affords slant perception from stereo, without pictorial cues

J. Galeotti, K. Macdonald, J. Wang, S. Horvath, A. Zhang, and R. Klatzky
Journal Article, Displays, Vol. 46, pp. 16 - 24, January, 2017

Abstract

This paper describes an algorithm for generating a planar image that when tilted provides stereo cues to slant, without contamination from pictorial gradients. As the stimuli derived from this image are ultimately intended for use in studies of slant perception under magnification, a further requirement is that the generated image be suitable for high-definition printing or display on a monitor. A first stage generates an image consisting of overlapping edges with sufficient density that when zoomed, edges that nearly span the original scale are replaced with newly emergent content that leaves the visible edge statistics unchanged. A second stage reduces intensity clumping while preserving edges by enforcing a broad dynamic range across the image. Spectral analyses demonstrate that the low-frequency content of the resulting image, which would correspond to the pictorial cue of texture gradient changes under slant, (a) has a power fall-off deviating from 1/f noise (to which the visual system is particularly sensitive), and (b) does not offer systematic cues under changes in scale or slant. Two behavioral experiments tested whether the algorithm generates stimuli that offer cues to slant under stereo viewing only, and not when disparities are eliminated. With a particular adjustment of dynamic range (and nearly so with the other version that was tested), participants viewing without stereo cues were essentially unable to discriminate slanted from flat (frontal) stimuli, and when slant was reported, they failed to discriminate its direction. In contrast, non-stereo viewing of a control stimulus with pictorial cues, as well as stereoscopic observation, consistently allowed participants to perceive slant correctly. Experiment 2 further showed that these results generalized across a population of different stimuli from the same generation process and demonstrated that the process did not substitute biased slant cues.

BibTeX

@article{Galeotti-2017-104372,
author = {J. Galeotti and K. Macdonald and J. Wang and S. Horvath and A. Zhang and R. Klatzky},
title = {Generating an image that affords slant perception from stereo, without pictorial cues},
journal = {Displays},
year = {2017},
month = {January},
volume = {46},
pages = {16 - 24},
}