Peacock Candace E, Hayes Taylor R, Henderson John M
Center for Mind and Brain, University of California, Davis, CA, USA.
Department of Psychology, University of California, Davis, CA, USA.
Atten Percept Psychophys. 2019 Jan;81(1):20-34. doi: 10.3758/s13414-018-1607-7.
During real-world scene viewing, humans must prioritize scene regions for attention. What are the roles of low-level image salience and high-level semantic meaning in attentional prioritization? A previous study suggested that when salience and meaning are directly contrasted in scene memorization and preference tasks, attentional priority is assigned by meaning (Henderson & Hayes in Nature Human Behavior, 1, 743-747, 2017). Here we examined the role of meaning in attentional guidance using two tasks in which meaning was irrelevant and salience was relevant: a brightness rating task and a brightness search task. Meaning was represented by meaning maps that captured the spatial distribution of semantic features. Meaning was contrasted with image salience, represented by saliency maps. Critically, both maps were represented similarly, allowing us to directly compare how meaning and salience influenced the spatial distribution of attention, as measured by fixation density maps. Our findings suggest that even in tasks for which meaning is irrelevant and salience is relevant, meaningful scene regions are prioritized for attention over salient scene regions. These results support theories in which scene semantics play a dominant role in attentional guidance in scenes.
在观看现实世界场景时,人类必须对场景区域进行注意力优先级排序。低层次图像显著性和高层次语义在注意力优先级排序中分别扮演什么角色?先前的一项研究表明,当在场景记忆和偏好任务中直接对比显著性和语义时,注意力优先级是由语义决定的(亨德森和海斯,《自然·人类行为》,第1卷,第743 - 747页,2017年)。在此,我们使用两个任务来研究语义在注意力引导中的作用,这两个任务中语义无关而显著性相关:亮度评级任务和亮度搜索任务。语义由捕捉语义特征空间分布的语义图表示。语义与由显著性图表示的图像显著性形成对比。关键的是,这两种图的表示方式相似,使我们能够直接比较语义和显著性如何影响注意力的空间分布,通过注视密度图来衡量。我们的研究结果表明,即使在语义无关而显著性相关的任务中,有意义的场景区域在注意力方面也比显著的场景区域具有更高的优先级。这些结果支持了场景语义在场景注意力引导中起主导作用的理论。