A Raspberry Pi 2-based stereo camera depth meter

J. Cooper, Mihailo Azhar, Trevor Gee, W. V. D. Mark, P. Delmas, G. Gimel'farb
{"title":"A Raspberry Pi 2-based stereo camera depth meter","authors":"J. Cooper, Mihailo Azhar, Trevor Gee, W. V. D. Mark, P. Delmas, G. Gimel'farb","doi":"10.23919/MVA.2017.7986854","DOIUrl":null,"url":null,"abstract":"The Raspberry Pi single-board computer is a low cost, light weight system with small power requirements. It is an attractive embedded computer vision solution for many applications, including that of UAVs. Here, we focus on the Raspberry Pi 2 and demonstrate that, with the addition of a multiplexer and two camera modules, it is able to execute a full stereo matching pipeline, making it a suitable depth metering device for UAV usage. Our experimental results demonstrate that the proposed configuration is capable of performing reasonably accurate depth estimation for a system moving at a rate of 1 ms−1 when in good lighting conditions.","PeriodicalId":193716,"journal":{"name":"2017 Fifteenth IAPR International Conference on Machine Vision Applications (MVA)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 Fifteenth IAPR International Conference on Machine Vision Applications (MVA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23919/MVA.2017.7986854","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

Abstract

The Raspberry Pi single-board computer is a low cost, light weight system with small power requirements. It is an attractive embedded computer vision solution for many applications, including that of UAVs. Here, we focus on the Raspberry Pi 2 and demonstrate that, with the addition of a multiplexer and two camera modules, it is able to execute a full stereo matching pipeline, making it a suitable depth metering device for UAV usage. Our experimental results demonstrate that the proposed configuration is capable of performing reasonably accurate depth estimation for a system moving at a rate of 1 ms−1 when in good lighting conditions.
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
基于树莓派2的立体相机测深仪
树莓派单板计算机是一种低成本,重量轻,功耗要求低的系统。它是一种有吸引力的嵌入式计算机视觉解决方案,适用于包括无人机在内的许多应用。在这里,我们专注于树莓派2,并证明,增加了一个多路复用器和两个相机模块,它能够执行一个完整的立体匹配管道,使其成为适合无人机使用的测深装置。我们的实验结果表明,在良好的照明条件下,所提出的配置能够对以1 ms−1的速率移动的系统进行相当准确的深度估计。
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
Mixture particle filter with block jump biomechanics constraint for volleyball players lower body parts tracking Event based surveillance video synopsis using trajectory kinematics descriptors Banknote portrait detection using convolutional neural network Ball-like observation model and multi-peak distribution estimation based particle filter for 3D Ping-pong ball tracking FPGA implementation of high frame rate and ultra-low delay vision system with local and global parallel based matching
×
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