Periocular features as a window on cognitive processing: from memory to understanding the semantic complexity of an image

Lucia Cascone
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Abstract

Although it is well understood that changes in periocular features are linked to our brain activity, there is a paucity of research to analyze them in order to classify various cognitive processes. The present study investigates the effects on the periocular region of visual stimuli eliciting two different mental tasks: visual memory recall and understanding the semantic complexity of an image. The aim is to understand whether a subject is looking at an image with clear semantic content or not, or when he already knows the image that is shown to him. Based on these observations, the paper presents a study with the aim of demonstrating that the information that can be extracted from blinks, pupils and, gaze movements can potentially be used to classify people with respect to these two cognitive processes. Because there is a dearth of specialised research in this field, the encouraging results achieved in this study imply the necessity to generate specific datasets for this purpose.
眼周特征作为认知加工的窗口:从记忆到理解图像的语义复杂性
虽然众所周知,眼周特征的变化与我们的大脑活动有关,但缺乏研究来分析它们,以便对各种认知过程进行分类。本研究探讨了视觉刺激对两种不同心理任务的影响:视觉记忆回忆和理解图像的语义复杂性。目的是了解受试者是否正在观看具有清晰语义内容的图像,或者他是否已经知道展示给他的图像。基于这些观察,本文提出了一项研究,旨在证明从眨眼、瞳孔和凝视运动中提取的信息可以潜在地用于根据这两种认知过程对人进行分类。由于缺乏这一领域的专门研究,本研究取得的令人鼓舞的结果意味着有必要为此目的生成特定的数据集。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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