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Journal of the Optical Society of America A

Journal of the Optical Society of America A


  • Vol. 16, Iss. 5 — May. 1, 1999
  • pp: 953–978

Neural model of first-order and second-order motion perception and magnocellular dynamics

Aijaz A. Baloch, Stephen Grossberg, Ennio Mingolla, and C. A. M. Nogueira  »View Author Affiliations

JOSA A, Vol. 16, Issue 5, pp. 953-978 (1999)

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A neural model of motion perception simulates psychophysical data concerning first-order and second-order motion stimuli, including the reversal of perceived motion direction with distance from the stimulus (Γ display), and data about directional judgments as a function of relative spatial phase or spatial and temporal frequency. Many other second-order motion percepts that have been ascribed to a second non-Fourier processing stream can also be explained in the model by interactions between ON and OFF cells within a single, neurobiologically interpreted magnocellular processing stream. Yet other percepts may be traced to interactions between form and motion processing streams, rather than to processing within multiple motion processing streams. The model hereby explains why monkeys with lesions of the parvocellular layers, but not of the magnocellular layers, of the lateral geniculate nucleus (LGN) are capable of detecting the correct direction of second-order motion, why most cells in area MT are sensitive to both first-order and second-order motion, and why after 2-amino-4-phosphonobutyrate injection selectively blocks retinal ON bipolar cells, cortical cells are sensitive only to the motion of a moving bright bar’s trailing edge. Magnocellular LGN cells show relatively transient responses, whereas parvocellular LGN cells show relatively sustained responses. Correspondingly, the model bases its directional estimates on the outputs of model ON and OFF transient cells that are organized in opponent circuits wherein antagonistic rebounds occur in response to stimulus offset. Center–surround interactions convert these ON and OFF outputs into responses of lightening and darkening cells that are sensitive both to direct inputs and to rebound responses in their receptive field centers and surrounds. The total pattern of activity increments and decrements is used by subsequent processing stages (spatially short-range filters, competitive interactions, spatially long-range filters, and directional grouping cells) to determine the perceived direction of motion.

© 1999 Optical Society of America

OCIS Codes
(100.0100) Image processing : Image processing
(100.2980) Image processing : Image enhancement
(100.3010) Image processing : Image reconstruction techniques
(150.0150) Machine vision : Machine vision
(150.4620) Machine vision : Optical flow
(330.0330) Vision, color, and visual optics : Vision, color, and visual optics
(330.4150) Vision, color, and visual optics : Motion detection
(330.4270) Vision, color, and visual optics : Vision system neurophysiology
(330.5510) Vision, color, and visual optics : Psychophysics
(330.6110) Vision, color, and visual optics : Spatial filtering
(330.6790) Vision, color, and visual optics : Temporal discrimination
(330.7320) Vision, color, and visual optics : Vision adaptation

Original Manuscript: November 6, 1996
Revised Manuscript: December 17, 1998
Manuscript Accepted: December 9, 1998
Published: May 1, 1999

Aijaz A. Baloch, Stephen Grossberg, Ennio Mingolla, and C. A. M. Nogueira, "Neural model of first-order and second-order motion perception and magnocellular dynamics," J. Opt. Soc. Am. A 16, 953-978 (1999)

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