Pedestrian detection based on Visconti2 7502

Chen Yi, Qing-hua Sheng, Qiaodi Zhou, Hui Wang
{"title":"Pedestrian detection based on Visconti2 7502","authors":"Chen Yi, Qing-hua Sheng, Qiaodi Zhou, Hui Wang","doi":"10.1109/ICCT.2017.8359884","DOIUrl":null,"url":null,"abstract":"Pedestrians are the important participants in traffic. pedestrian detection system is used to monitor the road condition of pedestrians in real time and provide warning information to prevent potential accidents, and is the significant component of the Advanced Driver Assistance Systems. How to detect pedestrians in real time and accurately is a hot topic. Aiming at the that the traditional research mainly stays in the research of algorithm and the poor real-time performance, or high cost. In this paper, a driver assistance system based on Toshiba Visconti2 series vehicle image recognition processor is proposed, which uses monocular camera to capture image, CoHOG to extract pedestrian features and SVM classification for real-time pedestrian detection, TBD for pedestrian tracking. The experimental results show that the system can effectively detect the pedestrian and meet the real-time requirement, the whole system is low cost and portable to use in vehicle environment absolutely.","PeriodicalId":199874,"journal":{"name":"2017 IEEE 17th International Conference on Communication Technology (ICCT)","volume":"125 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 IEEE 17th International Conference on Communication Technology (ICCT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCT.2017.8359884","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

Pedestrians are the important participants in traffic. pedestrian detection system is used to monitor the road condition of pedestrians in real time and provide warning information to prevent potential accidents, and is the significant component of the Advanced Driver Assistance Systems. How to detect pedestrians in real time and accurately is a hot topic. Aiming at the that the traditional research mainly stays in the research of algorithm and the poor real-time performance, or high cost. In this paper, a driver assistance system based on Toshiba Visconti2 series vehicle image recognition processor is proposed, which uses monocular camera to capture image, CoHOG to extract pedestrian features and SVM classification for real-time pedestrian detection, TBD for pedestrian tracking. The experimental results show that the system can effectively detect the pedestrian and meet the real-time requirement, the whole system is low cost and portable to use in vehicle environment absolutely.
基于viscont27502的行人检测
行人是交通的重要参与者。行人检测系统用于实时监控行人的道路状况,提供预警信息,防止潜在的事故发生,是高级驾驶辅助系统的重要组成部分。如何实时、准确地检测行人是一个热门话题。针对传统的研究主要停留在算法的研究上,实时性差,或者成本高的问题。本文提出了一种基于东芝viscont2系列车辆图像识别处理器的驾驶辅助系统,该系统采用单目摄像头采集图像,CoHOG提取行人特征,SVM分类进行实时行人检测,TBD进行行人跟踪。实验结果表明,该系统能够有效地检测行人,满足实时性要求,整个系统成本低,便携性好,完全可以在车载环境中使用。
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