Application and Algorithm of Ground-Penetrating Radar for Plant Root Detection: A Review

被引:8
|
作者
Liang, Hao [1 ,2 ,3 ,4 ]
Xing, Linyin [1 ,3 ,4 ]
Lin, Jianhui [1 ,2 ,3 ,4 ]
机构
[1] Beijing Forestry Univ, Sch Technol, Beijing 100083, Peoples R China
[2] Beijing Lab Urban & Rural Ecol Environm, Beijing 100083, Peoples R China
[3] Res Ctr Intelligent Forestry, Beijing 10083, Peoples R China
[4] State Forestry Adm Forestry Equipment & Automat, Key Lab, Beijing 10083, Peoples R China
关键词
root detection; machine learning; ground-penetrating radar; RECOGNITION;
D O I
10.3390/s20102836
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Attention to the natural environment is equivalent to observing the space in which we live. Plant roots, which are important organs of plants, require our close attention. The method of detecting root system without damaging plants has gradually become mainstream. At the same time, machine learning has been achieving good results in recent years; it has helped develop many tools to help us detect the underground environment of plants. Therefore, this article will introduce some existing content related to root detection technology and machine detection algorithms for root detection, proving that machine learning root detection technology has good recognition capabilities.
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页数:18
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