基于Jetson平台的运动目标跟踪系统设计

Xuejun Wang, Zhiguo Zhou, Yun Li
{"title":"基于Jetson平台的运动目标跟踪系统设计","authors":"Xuejun Wang, Zhiguo Zhou, Yun Li","doi":"10.1109/ICAIIS49377.2020.9194918","DOIUrl":null,"url":null,"abstract":"This paper proposes an improved ASMS algorithm for mean shift scale problem, which integrates the ASMS algorithm into the Ross system and transplants it to the Jetsontx2 platform. In this method, the outline rectangle frame of the object to be tracked is drawn on the picture sent back by UAV, and the pixel coordinates of the rectangle frame are encapsulated into Mavlink protocol and sent to Jetsontx2 platform through UDP for tracking algorithm. The experimental results show that the tracking system based on Jetsontx2 platform can overcome the problems of tracking instability, poor imaging effect and low definition.","PeriodicalId":416002,"journal":{"name":"2020 IEEE International Conference on Artificial Intelligence and Information Systems (ICAIIS)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Design of moving target tracking system based on Jetson platform\",\"authors\":\"Xuejun Wang, Zhiguo Zhou, Yun Li\",\"doi\":\"10.1109/ICAIIS49377.2020.9194918\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper proposes an improved ASMS algorithm for mean shift scale problem, which integrates the ASMS algorithm into the Ross system and transplants it to the Jetsontx2 platform. In this method, the outline rectangle frame of the object to be tracked is drawn on the picture sent back by UAV, and the pixel coordinates of the rectangle frame are encapsulated into Mavlink protocol and sent to Jetsontx2 platform through UDP for tracking algorithm. The experimental results show that the tracking system based on Jetsontx2 platform can overcome the problems of tracking instability, poor imaging effect and low definition.\",\"PeriodicalId\":416002,\"journal\":{\"name\":\"2020 IEEE International Conference on Artificial Intelligence and Information Systems (ICAIIS)\",\"volume\":\"55 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-03-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 IEEE International Conference on Artificial Intelligence and Information Systems (ICAIIS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICAIIS49377.2020.9194918\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE International Conference on Artificial Intelligence and Information Systems (ICAIIS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICAIIS49377.2020.9194918","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

本文提出了一种改进的asm算法,将asm算法集成到Ross系统中,并移植到Jetsontx2平台上。该方法在无人机发回的图像上绘制待跟踪对象的轮廓矩形帧,将矩形帧的像素坐标封装到Mavlink协议中,通过UDP发送到Jetsontx2平台进行跟踪算法。实验结果表明,基于Jetsontx2平台的跟踪系统可以克服跟踪不稳定、成像效果差和清晰度低等问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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
Design of moving target tracking system based on Jetson platform
This paper proposes an improved ASMS algorithm for mean shift scale problem, which integrates the ASMS algorithm into the Ross system and transplants it to the Jetsontx2 platform. In this method, the outline rectangle frame of the object to be tracked is drawn on the picture sent back by UAV, and the pixel coordinates of the rectangle frame are encapsulated into Mavlink protocol and sent to Jetsontx2 platform through UDP for tracking algorithm. The experimental results show that the tracking system based on Jetsontx2 platform can overcome the problems of tracking instability, poor imaging effect and low definition.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Design of a 5G Multi-band Mobile Phone Antenna Based on CRLH-TL Decision Tree Generation Method in Intrusion Detection System High-speed Railway Timetabling Model based on Transfer Optimization Integrated Guidance and Control for Homing Missiles with Terminal Angular Constraint in Three Dimension Space Research on Stator-Core Temperature Characteristics under Static Air-Gap Eccentricity in Turbo-generator
×
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