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Statistical patterns of visual search for hidden objects

机译:可视搜索隐藏对象的统计模式

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摘要

The movement of the eyes has been the subject of intensive research as a way to elucidate inner mechanisms of cognitive processes. A cognitive task that is rather frequent in our daily life is the visual search for hidden objects. Here we investigate through eye-tracking experiments the statistical properties associated with the search of target images embedded in a landscape of distractors. Specifically, our results show that the twofold process of eye movement, composed of sequences of fixations (small steps) intercalated by saccades (longer jumps), displays characteristic statistical signatures. While the saccadic jumps follow a log-normal distribution of distances, which is typical of multiplicative processes, the lengths of the smaller steps in the fixation trajectories are consistent with a power-law distribution. Moreover, the present analysis reveals a clear transition between a directional serial search to an isotropic random movement as the difficulty level of the searching task is increased.
机译:作为阐明认知过程内在机制的一种方式,眼球运动一直是深入研究的主题。在我们日常生活中经常发生的一项认知任务是视觉搜索隐藏的物体。在这里,我们通过眼动追踪实验来调查与嵌入干扰物景观中的目标图像搜索相关的统计属性。具体而言,我们的结果表明,由注视序列(较长的跳动)插入的注视序列(小步)组成的眼睛运动的双重过程显示出特征性的统计特征。跳音遵循距离的对数正态分布,这是乘法过程的典型特征,而注视轨迹中较小步长的长度与幂律分布一致。而且,本分析揭示了随着搜索任务难度的增加,定向连续搜索到各向同性随机运动之间的明显过渡。

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