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年龄相关性黄斑变性新生血管对场景观看时眼球运动控制的影响:视觉显著性的观看偏差和引导。

Impact of neovascular age-related macular degeneration on eye-movement control during scene viewing: Viewing biases and guidance by visual salience.

机构信息

Institute of Psychology, University of Kiel, Kiel, Germany.

University of Lille, Lille Neuroscience & Cognition, INSERM, Lille, France.

出版信息

Vision Res. 2022 Dec;201:108105. doi: 10.1016/j.visres.2022.108105. Epub 2022 Sep 6.

Abstract

Human vision requires us to analyze the visual periphery to decide where to fixate next. In the present study, we investigated this process in people with age-related macular degeneration (AMD). In particular, we examined viewing biases and the extent to which visual salience guides fixation selection during free-viewing of naturalistic scenes. We used an approach combining generalized linear mixed modeling (GLMM) with a-priori scene parcellation. This method allows one to investigate group differences in terms of scene coverage and observers' well-known tendency to look at the center of scene images. Moreover, it allows for testing whether image salience influences fixation probability above and beyond what can be accounted for by the central bias. Compared with age-matched normally sighted control subjects (and young subjects), AMD patients' viewing behavior was less exploratory, with a stronger central fixation bias. All three subject groups showed a salience effect on fixation selection-higher-salience scene patches were more likely to be fixated. Importantly, the salience effect for the AMD group was of similar size as the salience effect for the control group, suggesting that guidance by visual salience was still intact. The variances for by-subject random effects in the GLMM indicated substantial individual differences. A separate model exclusively considered the AMD data and included fixation stability as a covariate, with the results suggesting that reduced fixation stability was associated with a reduced impact of visual salience on fixation selection.

摘要

人类视觉需要我们分析视觉外围,以决定下一步注视哪里。在本研究中,我们研究了与年龄相关的黄斑变性 (AMD) 患者的这一过程。特别是,我们研究了在观看自然场景时的注视偏好以及视觉显著性在多大程度上指导注视选择。我们使用了一种结合广义线性混合模型 (GLMM) 和场景先验分割的方法。这种方法可以根据场景覆盖范围以及观察者众所周知的注视场景图像中心的倾向,来研究组间差异。此外,它还可以测试图像显著性是否会影响注视概率,而不仅仅是由中央偏向所解释的。与年龄匹配的正常视力对照组(和年轻组)相比,AMD 患者的观看行为不太具有探索性,中心注视偏向更强。所有三组受试者在注视选择中都表现出显著性效应——显著性较高的场景斑块更有可能被注视。重要的是,AMD 组的显著性效应与对照组的显著性效应大小相似,这表明视觉显著性的引导仍然完好无损。GLMM 中基于个体的随机效应的方差表明存在很大的个体差异。一个单独的模型专门考虑 AMD 数据,并将注视稳定性作为协变量,结果表明,注视稳定性的降低与视觉显著性对注视选择的影响降低有关。

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