Department of Electrical and Computer Engineering, University of Saskatchewan, SK, S7N 5A9, Canada.
Department of Soil Science, University of Saskatchewan, SK, S7N 5A8, Canada.
Sensors (Basel). 2020 Jan 31;20(3):787. doi: 10.3390/s20030787.
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.
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。