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Evaluation of EEG-based Complementary Features for Assessment of Visual Discomfort based on Stable Depth Perception Time

机译:基于稳定深度感知时间的基于EEG的视觉不适评估补充功能的评估

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摘要

The investigation aimed at the evaluation of EEG activity during stereoscopic perception of images with different levels of visual comfort. Different levels of disparity and the number of details in stereoscopic views in some cases make it difficult to find the focus point for comfortable depth perception quickly. During our investigation, we found a tendency for differences in single sensor-based EEG signal activity at specific frequencies. A dataset of EEG signal records from 19 control subjects was collected and used for further evaluation. To support the reproducible research this dataset of EEG activity with associated subjective scores was made publicly available. During the experimental investigation, we found differences in EEG signal activity at different levels of visual comfort. In addition, the dynamics of EEG signal activity correlated to the moment of depth perception indication registered by the control subjects. The results of our investigation show that the ratio of alpha estimated from a single EEG sensor placed over the frontal lobe can serve as a complementary feature for the automatic detection of visually uncomfortable stereoscopic views.
机译:该研究旨在评估具有不同视觉舒适度的图像的立体感知过程中的脑电活动。在某些情况下,不同程度的视差和立体视图中的细节数量使得很难快速找到舒适的深度感知的焦点。在我们的调查过程中,我们发现在特定频率下基于单个传感器的EEG信号活动存在差异的趋势。收集了来自19个对照受试者的EEG信号记录的数据集,并用于进一步评估。为了支持可重复的研究,该EEG活动数据集以及相关的主观评分已公开提供。在实验研究过程中,我们发现在不同水平的视觉舒适度下,EEG信号活动存在差异。另外,脑电信号活动的动力学与对照对象记录的深度感知指示的时刻相关。我们的研究结果表明,从放置在额叶上的单个EEG传感器估算的alpha比率可以作为自动检测视觉上不舒服的立体视图的补充功能。

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