Robotic platform for real-time tracking of a single fast swimming bacterium

Charles Tremblay, Joscelyn Jean, L. Marchand, Ali Turki, Philippe Chouinard-Gaouette, Mathieu Brousseau, M. Mohammadi, S. Martel
{"title":"Robotic platform for real-time tracking of a single fast swimming bacterium","authors":"Charles Tremblay, Joscelyn Jean, L. Marchand, Ali Turki, Philippe Chouinard-Gaouette, Mathieu Brousseau, M. Mohammadi, S. Martel","doi":"10.1109/ISOT.2010.5687357","DOIUrl":null,"url":null,"abstract":"In this paper we present a hardware architecture with software implementation able to track free swimming single 2µm in diameter MC-1 bacterium. The computer vision system operates at up to 77 fps at full speed and up to 24 fps when recording full 512×512 pixels frame from coupled-charge device (CCD) array. Closed-loop control with lock-in tracking is achieved using the Otsu Segmentation Method (OSM) with a cubic spline model-based predictive algorithm. Using the system, speed distribution of MC-1 cells has been recorded showing a m ean speed of 200µm/s. Tracking is demonstrated over a range of a few millimeters during 30 sec.","PeriodicalId":91154,"journal":{"name":"Optomechatronic Technologies (ISOT), 2010 International Symposium on : 25-27 Oct. 2010 : [Toronto, ON]. International Symposium on Optomechatronic Technologies (2010 : Toronto, Ont.)","volume":"144 1","pages":"1-5"},"PeriodicalIF":0.0000,"publicationDate":"2010-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Optomechatronic Technologies (ISOT), 2010 International Symposium on : 25-27 Oct. 2010 : [Toronto, ON]. International Symposium on Optomechatronic Technologies (2010 : Toronto, Ont.)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISOT.2010.5687357","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

In this paper we present a hardware architecture with software implementation able to track free swimming single 2µm in diameter MC-1 bacterium. The computer vision system operates at up to 77 fps at full speed and up to 24 fps when recording full 512×512 pixels frame from coupled-charge device (CCD) array. Closed-loop control with lock-in tracking is achieved using the Otsu Segmentation Method (OSM) with a cubic spline model-based predictive algorithm. Using the system, speed distribution of MC-1 cells has been recorded showing a m ean speed of 200µm/s. Tracking is demonstrated over a range of a few millimeters during 30 sec.
实时跟踪单个快速游动细菌的机器人平台
在本文中,我们提出了一个硬件架构和软件实现,能够跟踪自由游动的直径为2 μ m的单个MC-1细菌。计算机视觉系统在全速运行时最高可达77 fps,在从耦合充电设备(CCD)阵列记录完整512×512像素帧时最高可达24 fps。采用基于三次样条模型的Otsu分割方法(OSM)实现闭环锁定跟踪控制。使用该系统,记录了MC-1细胞的速度分布,显示平均速度为200µm/s。跟踪演示在30秒内的几毫米范围内。
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