Model for the extraction of image flow.

Research output: Contribution to journalArticle

Abstract

A model is presented, consonant with current views regarding the neurophysiology and psychophysics of motion perception, that combines the outputs of a set of spatiotemporal motion-energy filters to extract optical flow. The output velocity is encoded as the peak in a distribution of velocity-tuned units that behave much like cells of the middle temporal area of the primate brain. The model appears to deal with the aperture problem as well as the human visual system since it extracts the correct velocity for patterns that have large differences in contrast at different spatial orientations, and it simulates psychophysical data on the coherence of sine-grating plaid patterns.

Original languageEnglish (US)
Pages (from-to)1455-1471
Number of pages17
JournalJournal of the Optical Society of America. A, Optics and image science
Volume4
Issue number8
StatePublished - Aug 1987

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Psychophysics
Motion Perception
Neurophysiology
Primates
Brain
Optical flows

ASJC Scopus subject areas

  • Medicine(all)

Cite this

Model for the extraction of image flow. / Heeger, David.

In: Journal of the Optical Society of America. A, Optics and image science, Vol. 4, No. 8, 08.1987, p. 1455-1471.

Research output: Contribution to journalArticle

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