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Kwon, Oh-Sang
Perception & Action Lab
Research Interests
  • Aging, Visual perception, Human motor control, Statistical learning, Bayesian inference

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A unifying account of visual motion and position perception

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Title
A unifying account of visual motion and position perception
Author
Kwon, Oh-SangTadin, DujeKnill, David C.
Keywords
visual motion perception; Kalman filter; object tracking; causal inference; motion-induced position shift
Issue Date
2015-06
Publisher
NATL ACAD SCIENCES
Citation
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, v.112, no.26, pp.8142 - 8147
Abstract
Despite growing evidence for perceptual interactions between motion and position, no unifying framework exists to account for these two key features of our visual experience. We show that percepts of both object position and motion derive from a common object-tracking system-a system that optimally integrates sensory signals with a realistic model of motion dynamics, effectively inferring their generative causes. The object-tracking model provides an excellent fit to both position and motion judgments in simple stimuli. With no changes in model parameters, the same model also accounts for subjects' novel illusory percepts in more complex moving stimuli. The resulting framework is characterized by a strong bidirectional coupling between position and motion estimates and provides a rational, unifying account of a number of motion and position phenomena that are currently thought to arise from independent mechanisms. This includes motion-induced shifts in perceived position, perceptual slow-speed biases, slowing of motions shown in visual periphery, and the well-known curveball illusion. These results reveal that motion perception cannot be isolated from position signals. Even in the simplest displays with no changes in object position, our perception is driven by the output of an object-tracking system that rationally infers different generative causes of motion signals. Taken together, we show that object tracking plays a fundamental role in perception of visual motion and position.
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DOI
10.1073/pnas.1500361112
ISSN
0027-8424
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DHE_Journal Papers
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