A parallel algorithm for real-time computation of optical flow

Heinrich Bulthoff, J. Little, T. Poggio

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Abstract

The precise measurement of the two-dimensional field of velocities from time-varying two-dimensional images is impossible in general. It is, however, possible to compute suitable 'optical flows' that are qualitatively similar to the velocity field in most cases. We describe a simple, parallel algorithm that computes an optical flow from sequences of real images, which is consistent with human psychophysics and suggests plausible physiological models. In particular, our algorithm runs on a Connection Machine supercomputer in close-to-real time. It shows several of the same 'illusions' that are perceived by humans. A natural physiological implementation of the model is consistent with data from cortical areas V1 and MT.

Original languageEnglish
Pages (from-to)549-553
Number of pages5
JournalNature
Volume337
Issue number6207
Publication statusPublished - 1989 Jan 1
Externally publishedYes

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Cite this

Bulthoff, H., Little, J., & Poggio, T. (1989). A parallel algorithm for real-time computation of optical flow. Nature, 337(6207), 549-553.