论文信息 - A computational model of visual attention

A computational model of visual attention

In this paper, an explanation, based on simple data analysis of the visual environment, is given to the automatic capture and focusing of visual attention. A very simple automatic selection mechanism, supposed to be at work already in the ascending visual signal paths, may underlie several familiar phenomena that are usually attributed to visual attention.

Teuvo Kohonen

[1] S. Lehmkuhle,et al. Research Note Transient Visual Attention is Dominated by the Magnocellular Stream , 1997, Vision Research.

[2] Martin Golubitsky,et al. What Geometric Visual Hallucinations Tell Us about the Visual Cortex , 2002, Neural Computation.

[3] Teuvo Kohonen,et al. Modeling of automatic capture and focusing of visual attention , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[4] Samuel Kaski,et al. Winner-take-all networks for physiological models of competitive learning , 1994, Neural Networks.