A model using MT-like motion-opponent operators explains an illusory transformation in the optic flow field

Previous studies have shown that a physiologically based model using motion-opponent operators to compute heading performs accurately for simulated observer translations. Here we show how this model can explain an illusory shift in the perceived focus of expansion of a radial flow field that occurs when a field of laterally moving dots is superimposed on a field of radially moving dots. Furthermore, we can use the model to predict the perceptual shift of the focus of expansion for novel visual stimuli. These results support the hypothesis that this illusion results from motion subtraction during the processing of optic flow fields.

[1]  R. Wurtz,et al.  Sensitivity of MST neurons to optic flow stimuli. I. A continuum of response selectivity to large-field stimuli. , 1991, Journal of neurophysiology.

[2]  J. Perrone,et al.  A model of self-motion estimation within primate extrastriate visual cortex , 1994, Vision Research.

[3]  Constance S. Royden,et al.  Computing heading in the presence of moving objects: a model that uses motion-opponent operators , 2002, Vision Research.

[4]  R A Andersen,et al.  Transparent motion perception as detection of unbalanced motion signals. III. Modeling , 1994, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[5]  G. Orban,et al.  Shape and Spatial Distribution of Receptive Fields and Antagonistic Motion Surrounds in the Middle Temporal Area (V5) of the Macaque , 1995, The European journal of neuroscience.

[6]  A. V. van den Berg,et al.  Heading detection using motion templates and eye velocity gain fields , 1998, Vision Research.

[7]  Constance S. Royden,et al.  Human heading judgments in the presence of moving objects , 1996, Perception & psychophysics.

[8]  Ellen C. Hildreth,et al.  Recovering heading for visually-guided navigation , 1992, Vision Research.

[9]  M. Graziano,et al.  Tuning of MST neurons to spiral motions , 1994, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[10]  T J Sejnowski,et al.  A Model for Encoding Multiple Object Motions and Self-Motion in Area MST of Primate Visual Cortex , 1998, The Journal of Neuroscience.

[11]  W H Warren,et al.  Perceiving Heading in the Presence of Moving Objects , 1995, Perception.

[12]  G. Orban,et al.  Spatial heterogeneity of inhibitory surrounds in the middle temporal visual area. , 1995, Proceedings of the National Academy of Sciences of the United States of America.

[13]  Nicholas G. Hatsopoulos,et al.  Visual navigation with a neural network , 1991, Neural Networks.

[14]  Constance S. Royden,et al.  Mathematical analysis of motion-opponent mechanisms used in the determination of heading and depth. , 1997, Journal of the Optical Society of America. A, Optics, image science, and vision.

[15]  R A Andersen,et al.  Transparent motion perception as detection of unbalanced motion signals. I. Psychophysics , 1994, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[16]  J Allman,et al.  Direction- and Velocity-Specific Responses from beyond the Classical Receptive Field in the Middle Temporal Visual Area (MT) , 1985, Perception.

[17]  Keiji Tanaka,et al.  Integration of direction signals of image motion in the superior temporal sulcus of the macaque monkey , 1986, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[18]  M. Banks,et al.  Perceiving heading with different retinal regions and types of optic flow , 1993, Perception & psychophysics.

[19]  R. Wurtz,et al.  An illusory transformation of optic flow fields , 1993, Vision Research.

[20]  Daniel J. Hannon,et al.  Direction of self-motion is perceived from optical flow , 1988, Nature.

[21]  D C Van Essen,et al.  Functional properties of neurons in middle temporal visual area of the macaque monkey. I. Selectivity for stimulus direction, speed, and orientation. , 1983, Journal of neurophysiology.

[22]  T. Meese,et al.  Induced motion may account for the illusory transformation of optic flow fields found by Duffy and Wurtz , 1995, Vision Research.

[23]  J. H. Rieger,et al.  Human visual navigation in the presence of 3-D rotations , 1985, Biological Cybernetics.

[24]  Markus Lappe,et al.  A Neural Network for the Processing of Optic Flow from Ego-Motion in Man and Higher Mammals , 1993, Neural Computation.

[25]  M. Lappe,et al.  Interaction of stereo vision and optic flow processing revealed by an illusory stimulus , 1998, Vision Research.

[26]  D J Hannon,et al.  Eye movements and optical flow. , 1990, Journal of the Optical Society of America. A, Optics and image science.

[27]  H. C. Longuet-Higgins,et al.  The interpretation of a moving retinal image , 1980, Proceedings of the Royal Society of London. Series B. Biological Sciences.

[28]  C. Duffy,et al.  Optic flow illusion and single neuron behaviour reconciled by a population model , 1999, The European journal of neuroscience.

[29]  J A Perrone,et al.  Model for the computation of self-motion in biological systems. , 1992, Journal of the Optical Society of America. A, Optics and image science.

[30]  R. Wurtz,et al.  Response of monkey MST neurons to optic flow stimuli with shifted centers of motion , 1995, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[31]  J H Rieger,et al.  Processing differential image motion. , 1985, Journal of the Optical Society of America. A, Optics and image science.

[32]  K. Tanaka,et al.  Analysis of motion of the visual field by direction, expansion/contraction, and rotation cells clustered in the dorsal part of the medial superior temporal area of the macaque monkey. , 1989, Journal of neurophysiology.

[33]  John H. R. Maunsell,et al.  Functional properties of neurons in middle temporal visual area of the macaque monkey. II. Binocular interactions and sensitivity to binocular disparity. , 1983, Journal of neurophysiology.

[34]  A. V. D. Berg,et al.  Robustness of perception of heading from optic flow , 1992, Vision Research.

[35]  Paul A. Braren,et al.  Wayfinding on foot from information in retinal, not optical, flow. , 1992, Journal of experimental psychology. General.

[36]  Markus Lappe,et al.  An illusory transformation in a model of optic flow processing , 1995, Vision Research.

[37]  Vision Research , 1961, Nature.

[38]  R. Wurtz,et al.  Sensitivity of MST neurons to optic flow stimuli. II. Mechanisms of response selectivity revealed by small-field stimuli. , 1991, Journal of neurophysiology.

[39]  Ennio Mingolla,et al.  Global induced motion and visual stability in an optic flow illusion , 1997, Vision Research.

[40]  J. Gibson The perception of the visual world , 1951 .