Seeing objects in motion

This paper reports estimates of the conjoint spatiotemporal tuning functions of the neural mechanisms of the human vision system which detect image motion. The functions were derived from measurements of the minimum contrast necessary to detect the direction of drift of a sinusoidal grating, in the presence of phase-reversed masking gratings of various spatial and temporal frequencies. A mask of similar spatial and temporal frequencies to the test grating reduces sensitivity considerably, whereas one differing greatly in spatial or temporal frequency has little or no effect. The results show that for test gratings drifting at 8 Hz, the tuning function is bandpass in both space and time, peaked at the temporal and spatial frequency (SF) of the test (SFs were 0.1, 1 or 5 c deg–1; c represents cycles throughout). For a grating of 5 c deg–1 drifting at 0.3 Hz, the function is bandpass in space but lowpass in time. Fourier transform of the frequency results yields a function in space-time which we term the ‘spatiotemporal receptive field’. For movement detectors (bandpass in space and time) the fields comprise alternating ridges of opposing polarity, elongated in space-time along the preferred velocity axis of the detector. We suggest that this organization explains how detectors analyse form and motion concurrently and accounts, at least in part, for a variety of perceptual phenomena, including summation, reduction of motion smear, metacontrast, stroboscopic motion and spatiotemporal interpolation.

[1]  H. Barlow Temporal and spatial summation in human vision at different background intensities , 1958, The Journal of physiology.

[2]  H. Barlow,et al.  The mechanism of directionally selective units in rabbit's retina. , 1965, The Journal of physiology.

[3]  N Weisstein,et al.  A Rashevsky-Landahl neural net: simulation of metacontrast. , 1968, Psychological review.

[4]  S. Anstis,et al.  Phi movement as a subtraction process. , 1970, Vision research.

[5]  J. Roufs,et al.  Dynamic properties of vision. II. Theoretical relationships between flicker and flash thresholds. , 1972, Vision research.

[6]  S. Treitel,et al.  The Stabilization of Two-Dimensional Recursive Filters via the Discrete Hilbert Transform , 1973 .

[7]  D. Tolhurst Separate channels for the analysis of the shape and the movement of a moving visual stimulus , 1973, The Journal of physiology.

[8]  D. Tolhurst,et al.  Psychophysical evidence for sustained and transient detectors in human vision , 1973, The Journal of physiology.

[9]  O. Braddick A short-range process in apparent motion. , 1974, Vision research.

[10]  J. Ross,et al.  The pulfrich effect and short-term memory in stereopsis , 1975, Vision Research.

[11]  M. Morgan,et al.  Apparent Motion and the Pulfrich Effect , 1975, Perception.

[12]  S. Anstis,et al.  Illusory reversal of visual depth and movement during changes of contrast , 1975, Vision Research.

[13]  M. Morgan Pulfrich Effect and the Filling in of Apparent Motion , 1976, Perception.

[14]  H. B. Barlow,et al.  Reconstructing the visual image in space and time , 1979, Nature.

[15]  D. Burr Acuity for apparent vernier offset , 1979, Vision Research.

[16]  David C. Burr,et al.  How does binocular delay give information about depth? , 1979, Vision Research.

[17]  M J Morgan,et al.  Analogue models of motion perception. , 1980, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[18]  D. Burr Motion smear , 1980, Nature.

[19]  O J Braddick,et al.  Low-level and high-level processes in apparent motion. , 1980, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[20]  J. M. Foley,et al.  Contrast masking in human vision. , 1980, Journal of the Optical Society of America.

[21]  T. Poggio,et al.  Visual hyperacuity: spatiotemporal interpolation in human vision , 1981, Proceedings of the Royal Society of London. Series B. Biological Sciences.

[22]  H. Barlow Critical limiting factors in the design of the eye and visual cortex , 1981 .

[23]  V Virsu,et al.  Phase of responses to moving sinusoidal gratings in cells of cat retina and lateral geniculate nucleus. , 1981, Journal of neurophysiology.

[24]  D. Burr Temporal summation of moving images by the human visual system , 1981, Proceedings of the Royal Society of London. Series B. Biological Sciences.

[25]  B. B. Lee,et al.  Phase of responses to sinusoidal gratings of simple cells in cat striate cortex. , 1981, Journal of Neurophysiology.

[26]  J. Robson,et al.  Discrimination at threshold: Labelled detectors in human vision , 1981, Vision Research.

[27]  D. Burr,et al.  Contrast sensitivity at high velocities , 1982, Vision Research.

[28]  R. J. Watt,et al.  On the failure of spatiotemporal interpolation: A filtering model , 1983, Vision Research.

[29]  Andrew B. Watson,et al.  A look at motion in the frequency domain , 1983 .

[30]  S. Klein,et al.  Opponent-movement mechanisms in human vision. , 1984, Journal of the Optical Society of America. A, Optics and image science.

[31]  Phase and gain of the visual transient system , 1984 .

[32]  D. Burr,et al.  Summation of Target and Mask Metacontrast Stimuli , 1984, Perception.

[33]  E H Adelson,et al.  Spatiotemporal energy models for the perception of motion. , 1985, Journal of the Optical Society of America. A, Optics and image science.

[34]  A J Ahumada,et al.  Model of human visual-motion sensing. , 1985, Journal of the Optical Society of America. A, Optics and image science.

[35]  David C. Burr,et al.  Local regulation of luminance gain , 1985, Vision Research.

[36]  Ken Nakayama,et al.  Biological image motion processing: A review , 1985, Vision Research.

[37]  J. van Santen,et al.  Elaborated Reichardt detectors. , 1985, Journal of the Optical Society of America. A, Optics and image science.

[38]  L Maffei,et al.  Spatial‐frequency characteristics of neurones of area 18 in the cat: dependence on the velocity of the visual stimulus. , 1985, The Journal of physiology.

[39]  D. Burr,et al.  Spatial and temporal selectivity of the human motion detection system , 1985, Vision Research.

[40]  Andrew B. Watson,et al.  Window of visibility: a psychophysical theory of fidelity in time-sampled visual motion displays , 1986 .

[41]  David C. Burr,et al.  Smooth and sampled motion , 1986, Vision Research.