A computational theory of visual attention

A computational theory of visual attention
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DOI:
10.1098/rstb.1998.0282
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发表时间:
1998-08-29
期刊:
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY OF LONDON SERIES B-BIOLOGICAL SCIENCES
影响因子:
--
通讯作者:
Bundesen, C
Bundesen, C
中科院分区:
其他
文献类型:
--
作者:
Bundesen, C

文献摘要

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提出了一种视觉注意的计算理论。基本理论(TVA)结合了偏置选择模型的单刺激识别与固定容量的独立种族模型(FIRM)的选择,从多元素显示。TVA组织了大量的视觉识别和注意力任务的实验结果。最近的发展(CTVA)结合TVA与感知分组的理论接近。CTVA解释了感知分组和多元素显示中项目之间的空间距离的影响。本文提出了一种新的空间聚焦解释。该帐户提供了一个框架,理解视觉搜索之间的相互作用,串行和并行的过程。
A computational theory of visual attention is presented. The basic theory (TVA) combines the biased-choice model for single-stimulus recognition with the fixed-capacity independent race model (FIRM) for selection from multi-element displays. TVA organizes a large body of experimental findings on performance in visual recognition and attention tasks. A recent development (CTVA) combines TVA with a theory of perceptual grouping by proximity. CTVA explains effects of perceptual grouping and spatial distance between items in multi-element displays. A new account of spatial focusing is proposed in this paper. The account provides a framework for understanding visual search as an interplay between serial and parallel processes.