The ecology of gaze shifts

被引:78
作者
Brockmann, D [1 ]
Geisel, T [1 ]
机构
[1] Max Planck Inst Stromungsforsch, Dept Nonlinear Dynam, D-37073 Gottingen, Germany
关键词
vision; gaze shift; saccade; Levy flight; visual salience;
D O I
10.1016/S0925-2312(00)00227-7
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We present a phenomenological model for the generation of human visual scanpaths, Successions of saccadic eye movements are treated as realizations of a stochastic jump process in a random quenched salience field. Efficiency of the process is defined in terms of convergence properties of the time-dependent probability of fixating a region in the visual environment. Based on the assumption that the visual system minimizes the typical time needed to process a visual scene, our theory predicts that scanpaths are geometrically similar to a prominent class of random walks known as Levy flights. The theory is well confirmed by psychophysical experiments. (C) 2000 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:643 / 650
页数:8
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