EEG Measures of Auditory and Tactile Stimulations in Computer Vision Based Sensory Substitution System for Visually Impaired Users

P. Poryzała
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引用次数: 1

Abstract

Any kind of a sensory substitution device designed as an assistive technology for a particular group of users must address a very important question: what senses should be utilized as well as how to design and optimize the stimulation patterns? Various measures can be applied in order to estimate the quality of the proposed solution: one can measure the length of the training process, scores and navigation times in various use case scenarios, evaluate the cognitive load of the system, design surveys and questionnaires for the users, etc. Unfortunately, as the human brain and sensory substitution problem are both very complex, there is no single, true quantitative and qualitative method that can be used to compare different solutions. In the studies presented in this article, isolated responses to external auditory and tactile sensory stimulation events, their parameters and features are measured in a series of cognitive experiments and confronted with individual preferences of the visually impaired (VIP) and normally sighted (NSP) users.
视障用户基于计算机视觉的感觉替代系统听觉和触觉刺激的脑电图测量
任何一种为特定用户群体设计的辅助技术的感官替代设备都必须解决一个非常重要的问题:应该利用什么感官以及如何设计和优化刺激模式?为了评估所建议的解决方案的质量,可以应用各种度量:可以度量训练过程的长度、在各种用例场景中的分数和导航时间、评估系统的认知负荷、为用户设计调查和问卷等。不幸的是,由于人脑和感官替代问题都非常复杂,没有单一的、真正的定量和定性方法可以用来比较不同的解决方案。在本文的研究中,视障(VIP)和正常视力(NSP)用户对外部听觉和触觉感官刺激事件的孤立反应,通过一系列认知实验测量其参数和特征,并与个体偏好进行对比。
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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