A bottom up visual saliency map in the primary visual cortex, theory and its experimental tests

Given the attentional bottleneck, the visual system must select a limited aspect of inputs for detailed processing. Much of the selection is by bottom up mechanisms to direct gaze to the selected or most salient visual locations for detailed processing. While saliency has been investigated extensively in behavioral studies, its physiological basis remains controversial. I will present the theoretical proposal that the primary visual cortex (V1) creates a saliency map of the visual space, such that the receptive field location of the most responsive V1 neuron to a scene is most likely selected for attentional processing. This proposal generates non-trivial predictions, and their experimental tests will also be presented. More details are available at www.gatsby.ucl.ac.uk/ zhaoping

[1]  Li Zhaoping,et al.  Theoretical understanding of the early visual processes by data compression and data selection , 2006, Network.

[2]  J. Duncan,et al.  Visual search and stimulus similarity. , 1989, Psychological review.

[3]  Z Li,et al.  Visual segmentation by contextual influences via intra-cortical interactions in the primary visual cortex. , 1999, Network.

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

[5]  L. Zhaoping Attention capture by eye of origin singletons even without awareness--a hallmark of a bottom-up saliency map in the primary visual cortex. , 2008, Journal of vision.

[6]  Zhaoping Li,et al.  Computational Design and Nonlinear Dynamics of a Recurrent Network Model of the Primary Visual Cortex , 2001, Neural Computation.

[7]  Zhaoping Li,et al.  Feature-specific interactions in salience from combined feature contrasts: evidence for a bottom-up saliency map in V1. , 2007, Journal of vision.

[8]  Susan L. Franzel,et al.  Guided search: an alternative to the feature integration model for visual search. , 1989, Journal of experimental psychology. Human perception and performance.

[9]  S Ullman,et al.  Shifts in selective visual attention: towards the underlying neural circuitry. , 1985, Human neurobiology.

[10]  A. Treisman,et al.  A feature-integration theory of attention , 1980, Cognitive Psychology.

[11]  Zhaoping Li,et al.  Psychophysical Tests of the Hypothesis of a Bottom-Up Saliency Map in Primary Visual Cortex , 2007, PLoS Comput. Biol..

[12]  Zhaoping Li V1 mechanisms and some figure-ground and border effects. , 2003, Journal of physiology, Paris.

[13]  Zhaoping Li A saliency map in primary visual cortex , 2002, Trends in Cognitive Sciences.

[14]  C. Koch,et al.  A saliency-based search mechanism for overt and covert shifts of visual attention , 2000, Vision Research.