Heading perception depends on time-varying evolution of optic flow

Abstract

Instantaneous optic flow, image velocity across the visual field, contains information about self-motion (heading). Indeed, computer vision algorithms estimate heading from instantaneous optic flow accurately despite co-occurring rotation. Similarly, the consensus in perceptual psychology is that instantaneous optic flow suffices for heading perception. But as we navigate through the world, visual motion evolves over time. We generated videos showing either an evolving or nonevolving view of navigation through a virtual world. The nonevolving view was insufficient for accurate heading perception in the presence of rotation. Rather, accurate performance relied on time-evolving optic flow. This suggests that most existing models of heading perception are incorrect. We hypothesize that heading perception is based on optic acceleration, the temporal derivative of optic flow.

Document Details

Document Type
Pub Defense Publication
Publication Date
Dec 16, 2020
Source ID
10.1073/pnas.2022984117

Entities

People

  • Charles Burlingham
  • David Heeger

Organizations

  • National Eye Institute
  • New York University
  • United States Air Force

Tags

Readers

  • Image Processing and Computer Vision.
  • Systems Analysis and Design
  • Vision Science/Vision Psychology/Cognitive Neuroscience.

Technology Areas

  • AI & ML