Suppr超能文献

SoilCam:一种使用多光谱成像技术的全自动微根窗,用于根系活动监测。

SoilCam: A Fully Automated Minirhizotron using Multispectral Imaging for Root Activity Monitoring.

机构信息

Department of Electrical and Computer Engineering, University of Saskatchewan, SK, S7N 5A9, Canada.

Department of Soil Science, University of Saskatchewan, SK, S7N 5A8, Canada.

出版信息

Sensors (Basel). 2020 Jan 31;20(3):787. doi: 10.3390/s20030787.

Abstract

A minirhizotron is an in situ root imaging system that captures components of root system architecture dynamics over time. Commercial minirhizotrons are expensive, limited to white-light imaging, and often need human intervention. The implementation of a minirhizotron needs to be low cost, automated, and customizable to be effective and widely adopted. We present a newly designed root imaging system called SoilCam that addresses the above mentioned limitations. The imaging system is multi-modal, i.e., it supports both conventional white-light and multispectral imaging, with fully automated operations for long-term in-situ monitoring using wireless control and access. The system is capable of taking 360° images covering the entire area surrounding the tube. The image sensor can be customized depending on the spectral imaging requirements. The maximum achievable image quality of the system is 8 MP (Mega Pixel)/picture, which is equivalent to a 2500 DPI (dots per inch) image resolution. The length of time in the field can be extended with a rechargeable battery and solar panel connectivity. Offline image-processing software, with several image enhancement algorithms to eliminate motion blur and geometric distortion and to reconstruct the 360° panoramic view, is also presented. The system is tested in the field by imaging canola roots to show the performance advantages over commercial systems.

摘要

根系微根管是一种原位根系成像系统,可随时间捕获根系系统结构动态的组成部分。商用根系微根管价格昂贵,仅限于白光成像,并且通常需要人工干预。为了有效和广泛地采用,根系微根管的实施需要低成本、自动化和可定制。我们提出了一种新设计的根系成像系统,称为 SoilCam,它解决了上述限制。该成像系统是多模态的,即它支持常规白光和多光谱成像,并且具有完全自动化的操作,可通过无线控制和访问进行长期原位监测。该系统能够拍摄 360°全景图像,覆盖管子周围的整个区域。图像传感器可以根据光谱成像要求进行定制。该系统的最高图像质量可达 8 MP(百万像素)/张,相当于 2500 DPI(每英寸点数)的图像分辨率。通过可充电电池和太阳能电池板连接,可以延长野外的使用时间。我们还介绍了离线图像处理软件,其中包括几种图像增强算法,可消除运动模糊和几何失真,并重建 360°全景视图。该系统在田间通过成像油菜根系进行了测试,展示了相对于商用系统的性能优势。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ce16/7038518/f2e35b65d0e4/sensors-20-00787-g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验