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Conveying facial expressions to blind and visually impaired persons through a wearable vibrotactile device

机译:通过可穿戴的触觉设备向盲人和视力障碍者传达面部表情

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摘要

In face-to-face social interactions, blind and visually impaired persons (VIPs) lack access to nonverbal cues like facial expressions, body posture, and gestures, which may lead to impaired interpersonal communication. In this study, a wearable sensory substitution device (SSD) consisting of a head mounted camera and a haptic belt was evaluated to determine whether vibrotactile cues around the waist could be used to convey facial expressions to users and whether such a device is desired by VIPs for use in daily living situations. Ten VIPs (mean age: 38.8, SD: 14.4) and 10 sighted persons (SPs) (mean age: 44.5, SD: 19.6) participated in the study, in which validated sets of pictures, silent videos, and videos with audio of facial expressions were presented to the participant. A control measurement was first performed to determine how accurately participants could identify facial expressions while relying on their functional senses. After a short training, participants were asked to determine facial expressions while wearing the emotion feedback system. VIPs using the device showed significant improvements in their ability to determine which facial expressions were shown. A significant increase in accuracy of 44.4% was found across all types of stimuli when comparing the scores of the control (mean±SEM: 35.0±2.5%) and supported (mean±SEM: 79.4±2.1%) phases. The greatest improvements achieved with the support of the SSD were found for silent stimuli (68.3% for pictures and 50.8% for silent videos). SPs also showed consistent, though not statistically significant, improvements while supported. Overall, our study shows that vibrotactile cues are well suited to convey facial expressions to VIPs in real-time. Participants became skilled with the device after a short training session. Further testing and development of the SSD is required to improve its accuracy and aesthetics for potential daily use.
机译:在面对面的社交互动中,盲人和视障人士(VIP)无法获得非语言提示,如面部表情,身体姿势和手势,这可能会导致人际沟通障碍。在这项研究中,对由头戴式摄像头和触觉带组成的可穿戴式感觉替代设备(SSD)进行了评估,以确定腰部周围的触觉提示是否可用于向用户传达面部表情,以及VIP是否需要此设备用于日常生活中。十位VIP(平均年龄:38.8,SD:14.4)和10位视障者(SP)(平均年龄:44.5,SD:19.6)参加了这项研究,其中包括经过验证的图片集,无声视频和带有面部音频的视频表达被呈现给参与者。首先进行控制测量,以确定参与者在依靠他们的功能感官的情况下如何准确地识别面部表情。经过短暂的训练后,要求参与者在佩戴情绪反馈系统的同时确定面部表情。使用该设备的VIP可以显着提高其确定显示哪些面部表情的能力。比较对照阶段(平均值±SEM:35.0±2.5%)和支持阶段(平均值±SEM:79.4±2.1%)的分数,在所有类型的刺激中,准确性均显着提高了44.4%。在SSD的支持下实现的最大改进是针对静音刺激(图片为68.3%,静音视频为50.8%)。 SP在受支持的同时也显示出一致的改进,尽管在统计上并不显着。总体而言,我们的研究表明,触觉提示非常适合将面部表情实时传达给VIP。简短的培训课程后,参与者即可熟练使用该设备。需要进一步测试和开发SSD,以提高其准确性和美观性,以供日常使用。

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