4.5 Article

Rodent Arena Tracker (RAT): A Machine Vision Rodent Tracking Camera and Closed Loop Control System

期刊

ENEURO
卷 7, 期 3, 页码 -

出版社

SOC NEUROSCIENCE
DOI: 10.1523/ENEURO.0485-19.2020

关键词

machine vision; mouse; rodent; tracking; video

资金

  1. National Institutes of Health Intramural Research Program (National Institute of Diabetes and Digestive and Kidney Diseases)
  2. National Institutes of Health Intramural Research Program (Center for Information Technology)
  3. Brain and Behavioral Research Foundation (National Alliance for Research on Schizophrenia and Depression Young Investigator)
  4. CENTER FOR INFORMATION TECHNOLOGY [ZIACT000261] Funding Source: NIH RePORTER

向作者/读者索取更多资源

Video tracking is an essential tool in rodent research. Here, we demonstrate a machine vision rodent tracking camera based on a low-cost, open-source, machine vision camera, the OpenMV Cam M7. We call our device the rodent arena tracker (RAT), and it is a pocket-sized machine vision-based position tracker. The RAT does not require a tethered computer to operate and costs about $120 per device to build. These features make the RAT scalable to large installations and accessible to research institutions and educational settings where budgets may be limited. The RAT processes incoming video in real-time at 15 Hz and saves x and y positional information to an onboard microSD card. The RAT also provides a programmable multifunction input/output pin that can be used for controlling other equipment, transmitting tracking information in real time, or receiving data from other devices. Finally, the RAT includes a real-time clock (RTC) for accurate time stamping of data files. Real-time image processing averts the need to save video, greatly reducing storage, data handling, and communication requirements. To demonstrate the capabilities of the RAT, we performed three validation studies: (1) a 4-d experiment measuring circadian activity patterns; (2) logging of mouse positional information alongside status information from a pellet dispensing device; and (3) control of an optogenetic stimulation system for a real-time place preference (RTPP) brain stimulation reinforcement study. Our design files, build instructions, and code for the RAT implementation are open source and freely available online to facilitate dissemination and further development of the RAT.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.5
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据