Perceptual grouping in Gabor lattices: Proximity and alignment

We propose the Gabor lattice as a new stimulus designed to deal with multiple organizations in perceptual grouping, allowing both comparison between psychophysical data and neural findings and a systematic investigation of grouping based on several low-level characteristics and their interactions. A Gabor lattice is a geometric lattice with Gabor patches, evoking a multistable global orientation percept. Visual grouping in Gabor lattices with elements aligned in a global orientation was compared with grouping of nonaligned Gabor patches and of Gaussian blobs. The effect sizes of proximity and alignment were estimated in logistic regression analyses. The results confirmed the importance of proximity and local element alignment as factors in dynamic grouping. We also found a small but consistent enhancement of grouping along the global vector orthogonal to the local patch orientations. In light of these results, we further motivate the relevance of these stimuli and the associated experimental paradigm.

[1]  M. Wertheimer Laws of organization in perceptual forms. , 1938 .

[2]  R. Luce,et al.  Individual Choice Behavior: A Theoretical Analysis. , 1960 .

[3]  William R. Uttal,et al.  An autocorrelation theory of form detection , 1975 .

[4]  R. Duncan Luce,et al.  Individual Choice Behavior: A Theoretical Analysis , 1979 .

[5]  S Marcelja,et al.  Mathematical description of the responses of simple cortical cells. , 1980, Journal of the Optical Society of America.

[6]  K A Stevens,et al.  The relation between proximity and brightness similarity in dot patterns , 1983, Perception & psychophysics.

[7]  J. Smits,et al.  The perception of a dotted line in noise: a model of good continuation and some experimental results. , 1985, Spatial vision.

[8]  J.G. Daugman,et al.  Entropy reduction and decorrelation in visual coding by oriented neural receptive fields , 1989, IEEE Transactions on Biomedical Engineering.

[9]  J. Beck,et al.  Line segregation. , 1989, Spatial vision.

[10]  C. Gilbert Horizontal integration and cortical dynamics , 1992, Neuron.

[11]  U. Polat,et al.  Lateral interactions between spatial channels: Suppression and facilitation revealed by lateral masking experiments , 1993, Vision Research.

[12]  David J. Field,et al.  Contour integration by the human visual system: Evidence for a local “association field” , 1993, Vision Research.

[13]  I Kovács,et al.  A closed curve is much more than an incomplete one: effect of closure in figure-ground segmentation. , 1993, Proceedings of the National Academy of Sciences of the United States of America.

[14]  U Polat,et al.  Spatial interactions in human vision: from near to far via experience-dependent cascades of connections. , 1994, Proceedings of the National Academy of Sciences of the United States of America.

[15]  M. Kubovy The perceptual organization of dot lattices , 1994, Psychonomic bulletin & review.

[16]  D. Sagi,et al.  Perceptual grouping by similarity and proximity: Experimental results can be predicted by intensity autocorrelations , 1995, Vision Research.

[17]  M. Kubovy,et al.  Grouping by Proximity and Multistability in Dot Lattices: A Quantitative Gestalt Theory , 1995 .

[18]  C. Gilbert,et al.  Improvement in visual sensitivity by changes in local context: Parallel studies in human observers and in V1 of alert monkeys , 1995, Neuron.

[19]  C. Gilbert,et al.  Spatial integration and cortical dynamics. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[20]  U. Polat,et al.  Neurophysiological Evidence for Contrast Dependent Long-range Facilitation and Suppression in the Human Visual Cortex , 1996, Vision Research.

[21]  Kathy T. Mullen,et al.  Contour integration with colour and luminance contrast , 1996, Vision Research.

[22]  M. Wertheimer,et al.  A source book of Gestalt psychology. , 1939 .

[23]  D. Fitzpatrick,et al.  Orientation Selectivity and the Arrangement of Horizontal Connections in Tree Shrew Striate Cortex , 1997, The Journal of Neuroscience.

[24]  M. Kubovy,et al.  On the Lawfulness of Grouping by Proximity , 1998, Cognitive Psychology.

[25]  Pieter R. Roelfsema,et al.  Object-based attention in the primary visual cortex of the macaque monkey , 1998, Nature.

[26]  R F Hess,et al.  Spatial-frequency tuning of visual contour integration. , 1998, Journal of the Optical Society of America. A, Optics, image science, and vision.

[27]  D. Field,et al.  The role of “contrast enhancement” in the detection and appearance of visual contours , 1998, Vision Research.

[28]  U. Polat,et al.  Collinear stimuli regulate visual responses depending on cell's contrast threshold , 1998, Nature.

[29]  L. Finkel,et al.  Extraction of perceptually salient contours by striate cortical networks , 1998, Vision Research.

[30]  R. Wilton,et al.  Grouping by Proximity or Similarity? Competition between the Gestalt Principles in Vision , 1998, Perception.

[31]  Zhaoping Li,et al.  A Neural Model of Contour Integration in the Primary Visual Cortex , 1998, Neural Computation.

[32]  Suzanne P. McKee,et al.  Constraints on long range interactions mediating contour detection , 1998, Vision Research.

[33]  U. Polat Functional architecture of long-range perceptual interactions. , 1999, Spatial vision.

[34]  D. Field,et al.  Integration of contours: new insights , 1999, Trends in Cognitive Sciences.

[35]  Johan Wagemans,et al.  Interactions between grouping principles in Gabor lattices: Proximity and orientation alignment (Annual Meeting of the Association for Research in Vision and Ophthalmology (ARVO) Sarasota, FL) , 1999 .

[36]  D. Sagi,et al.  Mechanisms for spatial integration in visual detection: a model based on lateral interactions. , 1999, Spatial vision.

[37]  Birgitta Dresp Dynamic characteristics of spatial mechanisms coding contour structures. , 1999, Spatial vision.

[38]  Michael N. Shadlen,et al.  Synchrony Unbound A Critical Evaluation of the Temporal Binding Hypothesis , 1999, Neuron.

[39]  Robert F Hess,et al.  Contour integration in the peripheral field , 1999, Vision Research.

[40]  Perceptual organization of Gabor lattices: Relations between Gestalt principles of grouping-by-proximity and grouping-by-similarity , 1999 .

[41]  D. Fitzpatrick Seeing beyond the receptive field in primary visual cortex , 2000, Current Opinion in Neurobiology.

[42]  D. Field,et al.  The roles of polarity and symmetry in the perceptual grouping of contour fragments. , 2000, Spatial vision.

[43]  C. Gilbert,et al.  Spatial distribution of contextual interactions in primary visual cortex and in visual perception. , 2000, Journal of neurophysiology.

[44]  W. A. Phillips,et al.  The function of dynamic grouping in vision , 2000, Trends in Cognitive Sciences.

[45]  R. Hess,et al.  Spatial Coherence Does Not Affect Contrast Discrimination for Multiple Gabor Stimuli , 2001, Perception.

[46]  Robert F. Hess,et al.  Dynamics of contour integration , 2001, Vision Research.

[47]  C. Gilbert,et al.  On a common circle: natural scenes and Gestalt rules. , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[48]  S. Dakin,et al.  Snakes and ladders: the role of temporal modulation in visual contour integration , 2001, Vision Research.

[49]  Tzvetomir Tzvetanov,et al.  Short- and long-range effects in line contrast integration , 2002, Vision Research.

[50]  J. Elder,et al.  Ecological statistics of Gestalt laws for the perceptual organization of contours. , 2002, Journal of vision.

[51]  W. Beaudot Role of onset asynchrony in contour integration , 2002, Vision Research.

[52]  Jean Bennett,et al.  Lateral Connectivity and Contextual Interactions in Macaque Primary Visual Cortex , 2002, Neuron.

[53]  David Fitzpatrick,et al.  Emergent Properties of Layer 2/3 Neurons Reflect the Collinear Arrangement of Horizontal Connections in Tree Shrew Visual Cortex , 2003, The Journal of Neuroscience.

[54]  Risto Miikkulainen,et al.  Contour integration and segmentation with self-organized lateral connections , 2004, Biological Cybernetics.

[55]  K. Mullen,et al.  How long range is contour integration in human color vision? , 2003, Visual Neuroscience.

[56]  E. Peli,et al.  Contour integration in peripheral vision reduces gradually with eccentricity , 2003, Vision Research.

[57]  R. F Hess,et al.  Contour integration and cortical processing , 2003, Journal of Physiology-Paris.

[58]  Victor A. F. Lamme,et al.  Synchrony and covariation of firing rates in the primary visual cortex during contour grouping , 2004, Nature Neuroscience.