Hand-free Gesture Recognition for Vehicle Infotainment System Control

Qi Ye, Lanqing Yang, Guangtao Xue
{"title":"Hand-free Gesture Recognition for Vehicle Infotainment System Control","authors":"Qi Ye, Lanqing Yang, Guangtao Xue","doi":"10.1109/VNC.2018.8628409","DOIUrl":null,"url":null,"abstract":"Gesture recognition has a rapidly growing market size which is forcasted to increase from 14 billion in 2012 to 44 billion in 2020. Applying gesture recognition for vehicle infotainment system control is considered a promising alternative against traditional buttons, touch screens, or even speech-based control for its numerous advantages. However, existing gesture control solutions either depend on camera which imposes privacy concern and is sensitive to light condition or require users to wear a device on their hand which makes it inconvenient to use. Therefore, the work proposes to use the acoustic-based device-free hand tracking technology for gesture recognition. Because it only requires an ordinary speaker and microphone which are already available on vehicles or equipped in smart phones, it doesn’t cast additional hardware cost or installation. We implement the proposed gesture control in Android phones and show it’s feasibility for vehicle infotainment system control.","PeriodicalId":335017,"journal":{"name":"2018 IEEE Vehicular Networking Conference (VNC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"13","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE Vehicular Networking Conference (VNC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/VNC.2018.8628409","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 13

Abstract

Gesture recognition has a rapidly growing market size which is forcasted to increase from 14 billion in 2012 to 44 billion in 2020. Applying gesture recognition for vehicle infotainment system control is considered a promising alternative against traditional buttons, touch screens, or even speech-based control for its numerous advantages. However, existing gesture control solutions either depend on camera which imposes privacy concern and is sensitive to light condition or require users to wear a device on their hand which makes it inconvenient to use. Therefore, the work proposes to use the acoustic-based device-free hand tracking technology for gesture recognition. Because it only requires an ordinary speaker and microphone which are already available on vehicles or equipped in smart phones, it doesn’t cast additional hardware cost or installation. We implement the proposed gesture control in Android phones and show it’s feasibility for vehicle infotainment system control.
车载信息娱乐系统控制的免提手势识别
手势识别的市场规模正在迅速增长,预计将从2012年的140亿美元增加到2020年的440亿美元。将手势识别应用于汽车信息娱乐系统控制被认为是传统按钮、触摸屏甚至基于语音的控制的一个有前途的替代方案,因为它有许多优点。然而,现有的手势控制解决方案要么依赖于摄像头,这会带来隐私问题,而且对光线条件很敏感,要么需要用户在手上戴一个设备,这使得使用起来很不方便。因此,本工作提出使用基于声学的无设备手部跟踪技术进行手势识别。因为它只需要一个普通的扬声器和麦克风,这些扬声器和麦克风已经在汽车上或智能手机上配备了,所以它不需要额外的硬件成本或安装。我们在Android手机上实现了所提出的手势控制,并证明了其在车载信息娱乐系统控制中的可行性。
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 求助全文
来源期刊
自引率
0.00%
发文量
0
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信