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On Digital Multimedia and Human Emotions Using EEG-Based Brain Computer Interface

机译:基于EEG的脑电电脑界面的数字多媒体与人类情绪

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摘要

An expanding attention regarding human emotion is a pressing motive towards the current research in neuroscience and artificial intelligent. People need to communicate by exchanging information through verbal or nonverbal communication via sound, visual gestures (facial expression or hand/body gestures). In today's society, digital multimedia is one of the essential elements in daily life activities that can emphasize communication and emotions adequately. People with severe motor disabilities have difficulties in communicating and showing their emotions directly. Therefore, brain computer interface (BCI) can be a helpful tool as an alternative and assistive communication tools for sharing emotional information. This paper has conducted a review analysis to present the current trend in using digital multimedia to express the human feelings for the latest five years. Twenty-nine studies were selected from IEEEXPIore, PubMed and ScienceDirect, and classified into three major categories: methodology, multimedia type and number of emotion classes. The results show the need for more case studies and games in this area. There is also a need to increase the quality and quantity of research in emotion using the electroencephalography (EEG).
机译:关于人类情感的扩大注意是对神经科学和人工智能的目前研究的强调动机。人们需要通过通过声音,视觉手势(面部表情或手/身体手势)通过口头或非言语通信交换信息进行沟通。在今天的社会中,数字多媒体是日常生活活动中的基本要素之一,可以充分强调沟通和情绪。具有严重运动残疾的人在直接沟通和表现出情感方面具有困难。因此,脑电脑界面(BCI)可以是一个有用的工具,作为用于共享情绪信息的替代和辅助通信工具。本文进行了审查分析,展示了使用数字多媒体的当前趋势,以表达最近五年的人类感受。从IEEEXPIERORE,PUBMED和SCIERINGIRECT中选择了二十九项研究,并分为三大类:方法,多媒体类型和情感课程。结果表明,需要在该地区进行更多案例研究和游戏。还需要利用脑电图(脑电图)增加情绪的研究质量和数量。

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