Chen Wanting, Song Jiaqing, Wang Yuwei, Wu Changxu, Ma Shu, Wang Duming, Yang Zhen, Li Hongting
Department of Psychology, Zhejiang Sci-Tech University, Hangzhou, China.
Department of Industrial Engineering, Tsinghua University, Beijing, China.
Traffic Inj Prev. 2023;24(4):344-351. doi: 10.1080/15389588.2023.2186735. Epub 2023 Mar 20.
An augmented reality head-up display (AR-HUD) is a promising technology in assisted driving. It provides additional information in the driving environment. However, considering the registration problem related to the limitations of interactive technology, we suspect that an AR-HUD may not be able to recognize unpredictable stimuli in a timely manner, inducing inattentional blindness to these non-augmented stimuli. Actually, non-augmented stimuli may accidentally have a brief superimposition to AR graphics. This condition may also influence the rate of inattentional blindness accordingly. Thus, this study examined the problem of inattentional blindness in AR-HUD systems that may result from the immaturity of AR technology.
We investigated the impact of AR graphic position (peripheral AOI v.s. central AOI) and the relative position of the AR graphic on unpredictable stimuli (on-HUD hazard v.s. off-HUD hazard) on the occurrence of inattentional blindness. Thirty Participants watched an AR-augmented driving video that included four augmented conditions. Participants were instructed to respond to four critical events (speeding, running of red lights, unexpected pedestrians or motorcycles). The rate of inattentional blindness and response time were recorded. We only analyzed data on unexpected pedestrian and motorcycle incidents.
The relative position of the AR graphic on unpredictable stimuli and AR graphic positions significantly affected the rate of inattentional blindness and response time. Drivers had a higher rate of inattentional blindness to the unpredictable stimulus briefly superimposed on the AR graphic (i.e., on-HUD hazard) in the peripheral visual field (i.e., peripheral AOI). Also, drivers exhibited a higher rate of inattentional blindness to the unpredictable stimuli outside the AR graphic (i.e., off-HUD hazard) in the central visual field (i.e., central AOI).
The study is expected to be beneficial for furthering the design of an AR-HUD-assisted system to reduce inattentional blindness in driving. Our results found that in the peripheral visual field, unpredictable stimuli accidentally superimposed on the AR graphic (i.e., on-HUD hazard) lead to a higher probability of ignoring the accidental events and seemed to require a longer response time for drivers. This study illustrated that inattentional blindness to non-augmented stimuli is also influenced by the AR graphic position when AR technology fails to augment them in a timely manner. An important recommendation emerging from this work is to consider the design of AR graphics according to the AR graphic positions and stimulus types to reduce the occurrence of inattentional blindness.
增强现实平视显示器(AR - HUD)是辅助驾驶领域一项很有前景的技术。它能在驾驶环境中提供额外信息。然而,考虑到与交互技术局限性相关的配准问题,我们怀疑AR - HUD可能无法及时识别不可预测的刺激,从而导致对这些非增强刺激的注意力不集中性失明。实际上,非增强刺激可能会意外地与AR图形有短暂叠加。这种情况也可能相应地影响注意力不集中性失明的发生率。因此,本研究考察了可能由AR技术不成熟导致的AR - HUD系统中的注意力不集中性失明问题。
我们研究了AR图形位置(周边感兴趣区域与中央感兴趣区域)以及AR图形在不可预测刺激上的相对位置(平视显示器上的危险与平视显示器外的危险)对注意力不集中性失明发生情况的影响。30名参与者观看了一段包含四种增强条件的AR增强驾驶视频。参与者被要求对四个关键事件(超速、闯红灯、意外出现的行人或摩托车)做出反应。记录注意力不集中性失明的发生率和反应时间。我们只分析了意外出现行人和摩托车事件的数据。
AR图形在不可预测刺激上的相对位置以及AR图形位置显著影响了注意力不集中性失明的发生率和反应时间。驾驶员对短暂叠加在AR图形上(即平视显示器上的危险)的不可预测刺激在周边视野(即周边感兴趣区域)出现注意力不集中性失明的发生率更高。此外,驾驶员对中央视野(即中央感兴趣区域)中AR图形外的不可预测刺激(即平视显示器外的危险)出现注意力不集中性失明的发生率更高。
本研究有望有助于进一步设计AR - HUD辅助系统,以减少驾驶中的注意力不集中性失明。我们的结果发现,在周边视野中,意外叠加在AR图形上的不可预测刺激(即平视显示器上的危险)导致驾驶员忽略意外事件的可能性更高,并且似乎需要更长的反应时间。本研究表明,当AR技术未能及时增强非增强刺激时,对非增强刺激的注意力不集中性失明也会受到AR图形位置的影响。这项工作得出的一个重要建议是,根据AR图形位置和刺激类型来考虑AR图形的设计,以减少注意力不集中性失明的发生。