Experience-Guided Search: A Theory of Attentional Control

Baldwin, David, Mozer, Michael C.

Neural Information Processing Systems 

People perform a remarkable range of tasks that require search of the visual environment fora target item among distractors. The Guided Search model (Wolfe, 1994, 2007), or GS, is perhaps the best developed psychological account of human visualsearch. To prioritize search, GS assigns saliency to locations in the visual field. Saliency is a linear combination of activations from retinotopic maps representing primitive visual features. GS includes heuristics for setting the gain coefficient associated with each map.

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