ON-LINE VIDEO PROCESSING EMBEDDED SYSTEM FOR AUTOMOTIVE

G. Petrea, V. Nicolau, M. Andrei
{"title":"ON-LINE VIDEO PROCESSING EMBEDDED SYSTEM FOR AUTOMOTIVE","authors":"G. Petrea, V. Nicolau, M. Andrei","doi":"10.35219/eaci.2022.1.03","DOIUrl":null,"url":null,"abstract":"Real-time processing for images is increasingly used in automotive industry. Video signals are nowadays used for different applications on traffic, such as measuring average speed, monitoring traffic congestion, detect red light crossing, but also for sign recognition, lane assist etc. The paper proposes an embedded system for image processing used for controlling climatization in cars. This system is also useful in case of an accident to activate the airbag if a person is on the seat or not to do it if a heavier object is placed on the seat, for example a bag. For this aim, a Raspberry Pi3 based system is proposed for real-time detecting of the number of passengers existing in a vehicle. The Raspberry Pi3 is used for acquiring frames from a video camera connected via USB interface and for on-line processing of images. The system uses an Haar cascade classifier algorithm (HCCA) for human face detection.","PeriodicalId":43589,"journal":{"name":"Annals of the University Dunarea de Jos of Galati, Fascicle VI-Food Technology","volume":"3 1","pages":""},"PeriodicalIF":0.8000,"publicationDate":"2023-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Annals of the University Dunarea de Jos of Galati, Fascicle VI-Food Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.35219/eaci.2022.1.03","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"FOOD SCIENCE & TECHNOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Real-time processing for images is increasingly used in automotive industry. Video signals are nowadays used for different applications on traffic, such as measuring average speed, monitoring traffic congestion, detect red light crossing, but also for sign recognition, lane assist etc. The paper proposes an embedded system for image processing used for controlling climatization in cars. This system is also useful in case of an accident to activate the airbag if a person is on the seat or not to do it if a heavier object is placed on the seat, for example a bag. For this aim, a Raspberry Pi3 based system is proposed for real-time detecting of the number of passengers existing in a vehicle. The Raspberry Pi3 is used for acquiring frames from a video camera connected via USB interface and for on-line processing of images. The system uses an Haar cascade classifier algorithm (HCCA) for human face detection.
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
车载在线视频处理嵌入式系统
图像的实时处理在汽车工业中的应用越来越广泛。视频信号现在被用于交通的不同应用,如测量平均速度,监控交通拥堵,检测红灯,但也用于标志识别,车道辅助等。提出了一种用于车载气候控制的嵌入式图像处理系统。在事故发生时,如果有人坐在座位上,这个系统也很有用,它可以激活安全气囊,如果座位上放了一个较重的物体,比如一个袋子,它就不会这样做。为此,提出了一种基于Raspberry Pi3的系统,用于实时检测车辆中存在的乘客数量。Raspberry Pi3用于从通过USB接口连接的摄像机获取帧并用于图像的在线处理。该系统采用Haar级联分类器算法(HCCA)进行人脸检测。
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
CiteScore
1.30
自引率
0.00%
发文量
13
审稿时长
6 weeks
期刊最新文献
CHALLENGES DETERMINED BY THE NEW TRENDS IN HANDBALL COMMUNICATION HIGHLIGHTING THE ASPECTS OF DIFFERENTIATION BETWEEN THE TACTICS AND THE SPECIFIC TECHNIQUE OF THE FOOTBALL GAME EXPERT OPINION STUDY REGARDING THE EFFICIENCY OF THE RUGBY METHODS IMPLEMENTATION DURING THE PHYSICAL EDUCATION CLASSES FOR THE HIGH SCHOOL STUDENTS THE USE OF VIRTUAL REALITY IN FROZEN SHOULDER MOBILIZATION PRACTICAL ASPECTS OF ATTACK PREPARATION IN THE GAME OF TENNIS
×
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