【24h】

Analysis of Emotional Expression of Finger Braille

机译:手指盲文的情感表达分析

获取原文

摘要

Finger Braille is one of tactual communication media of deafblind people.In two-handed Finger Braille,index finger,middle finger and ring finger of both hands are likened to keys of a Braille typewriter.A sender dots Braille code on the fingers of a receiver like whether he/she does the type of the Braille typewriter.Then the receiver recognizes the Braille code.In one-handed Finger Braille,the sender dots the left column of Braille code on the DIP joints of three fingers of the receiver,and then the sender dots the right column of Braille code on the PIP joints of them.Deafblind people who are skilled in Finger Braille can catch up with speech conversation and express various emotions.Because there are small nondisabled people who are skilled in Finger Braille,deafblind people communicate only with interpreters.Objective of this study is development of a Finger Braille supporting device which assists not only verbal communication but also nonverbal (emotional) communication between deafblind people and non-disabled people who are not skilled in Finger Braille.In this paper,an experiment of emotional expression of Finger Braille was carried out.And we analyzed features of emotional expression of Finger Braille and discussed algorithm of emotion recognition.The features of emotional expression were:(1) the durations of code of Joy were particularly shorter than other emotions; (2) the durations of code of Sadness were particularly longer than other emotions; (3) the finger loads of Anger were particularly bigger than other emotions.To develop emotion recognition system,we discussed algorithm of emotion recognition using the accelerometers worn by tester.According to the results of discriminant analysis,it was considered that emotion recognition using the discriminant functions and the average of posterior probabilities in a sentence was possible.
机译:手指盲文是聋哑人的触觉交流媒体之一。在双手盲文中,食指,双手的中指和无名指都类似于盲文打字机的按键。发件人在接收者的手指上点缀盲文代码就像他/她是否使用盲文打字机那样。然后,接收方识别出盲文代码。在单手手指盲文系统中,发送方在接收方的三个手指的DIP关节上点了盲文代码的左列,然后发件人在他们的PIP关节上点了盲文代码的右列。熟练使用盲文盲点的盲人可以赶上语音对话并表达各种情感。因为有少数熟练使用盲文盲点的残疾人,盲人本研究的目的是开发一种手指盲文支持设备,该设备不仅可以帮助口头交流,还可以帮助语言之间的非语言(情感)交流本文对手指盲文的情感表达进行了实验。分析了手指盲文的情感表达特征,探讨了情感识别算法。 (1)欢乐代码的持续时间特别短于其他情绪; (2)悲伤法则的持续时间特别长于其他情绪; (3)Anger的手指负载特别大。为了开发情感识别系统,我们讨论了使用测试仪佩戴的加速度计进行情感识别的算法。根据判别分析的结果,认为使用判别函数和句子中后验概率的平均值是可能的。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号