Development of Real-Time Hand Gesture for Volume Control Application using Python on Raspberry Pi

P. Netinant, Yannakorn Tuaktao, Meennapa Rukhiran
{"title":"Development of Real-Time Hand Gesture for Volume Control Application using Python on Raspberry Pi","authors":"P. Netinant, Yannakorn Tuaktao, Meennapa Rukhiran","doi":"10.1145/3520084.3520085","DOIUrl":null,"url":null,"abstract":"Computer interaction is one of the significant challenges that elderly and disabled people face in today's computerized world. In recent years, hand gesture recognition has emerged as one of the most natural human-machine interactions in software development, particularly for facilitating friendly and flexible human-computer interaction. This article proposed a system architecture and software configuration for developing a real-time volume control hand gesture on a Raspberry Pi equipped with a camera programmed in Python using the Open-Source Computer Vision (OpenCV) library. The hand gesture recognition system's primary objective is to establish communication between humans and computerized systems in order to control volume. According to the experimental results, the hand gesture recognition system performs well when controlling volume. The system is capable of operating in real-time for any individual.","PeriodicalId":444957,"journal":{"name":"Proceedings of the 2022 5th International Conference on Software Engineering and Information Management","volume":"2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2022 5th International Conference on Software Engineering and Information Management","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3520084.3520085","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

Computer interaction is one of the significant challenges that elderly and disabled people face in today's computerized world. In recent years, hand gesture recognition has emerged as one of the most natural human-machine interactions in software development, particularly for facilitating friendly and flexible human-computer interaction. This article proposed a system architecture and software configuration for developing a real-time volume control hand gesture on a Raspberry Pi equipped with a camera programmed in Python using the Open-Source Computer Vision (OpenCV) library. The hand gesture recognition system's primary objective is to establish communication between humans and computerized systems in order to control volume. According to the experimental results, the hand gesture recognition system performs well when controlling volume. The system is capable of operating in real-time for any individual.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
在树莓派上使用Python开发实时手势音量控制应用程序
计算机交互是老年人和残疾人在当今计算机化的世界中面临的重大挑战之一。近年来,手势识别已成为软件开发中最自然的人机交互方式之一,特别是在促进友好和灵活的人机交互方面。本文提出了一个系统架构和软件配置,用于在Raspberry Pi上开发一个实时音量控制手势,该手势配备了一个用Python编程的摄像头,使用开源计算机视觉(OpenCV)库。手势识别系统的主要目标是建立人与计算机系统之间的沟通,以控制音量。实验结果表明,该手势识别系统在控制音量时表现良好。该系统能够为任何个人实时操作。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
HSAACE: Design a Cloud Platform Health Status Assessment Application to Support Continuous Evolution of Assessment Capabilities Development of Real-Time Hand Gesture for Volume Control Application using Python on Raspberry Pi Adapting the Scrum Framework to the Needs of Virtual Teams of Game Developers with Multi-site Members Impact of Remote Working During Covid-19 Pandemic on Scrum Team: Experts View on Indonesian E-Commerce Companies Case Analysis Factors that Influence the Increasing of Generation Z's Interest in Using Social Media as the Implementation of Online to Offline and Offline to Online Business Model in Pandemic Era at Indonesia
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1