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一种用于人工感知的注意力与非注意力模式模型。

A model of modes of attention and inattention for artificial perception.

作者信息

Witkowski Mark, Randell David

机构信息

Department of Computing, Imperial College London, London, UK.

出版信息

Bioinspir Biomim. 2007 Sep;2(3):S94-S115. doi: 10.1088/1748-3182/2/3/S03. Epub 2007 Jun 22.

Abstract

This paper considers several aspects of natural visual attention and its link to wider notions of awareness, natural and artificial, in the context of foveated vision. It builds on a theory of abductive perception; a formal definition for an artificial or robot perceptual system, using objects represented as feature clouds. It proposes a broad, but unifying approach to several aspects of visual attention in the light of this, including autonomic eye gaze movements, aspects of secondary and covert attention, and exogenous (sense driven) and endogenous (task driven) attention. Modes of attentional lapse, commonly referred to as inattentional blindness and change blindness, are also discussed in the context of the model presented.

摘要

本文在中央凹视觉的背景下,探讨了自然视觉注意力的几个方面及其与更广泛的自然和人工意识概念之间的联系。它建立在一种溯因感知理论之上;这是一种针对人工或机器人感知系统的形式化定义,使用表示为特征云的对象。鉴于此,它提出了一种广泛但统一的方法来处理视觉注意力的几个方面,包括自主眼球注视运动、次级和隐蔽注意力的方面,以及外源性(感官驱动)和内源性(任务驱动)注意力。在提出的模型背景下,还讨论了通常被称为无意视盲和变化盲视的注意力 lapse 模式。

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