2D In Situ Method for Measuring Plant Leaf Area with Camera Correction and Background Color Calibration

被引:3
|
作者
Tu, Li-fen [1 ]
Peng, Qi [1 ]
Li, Chun-sheng [2 ]
Zhang, Aiqun [3 ,4 ]
机构
[1] Hubei Engn Univ, Sch Phys & Elect Informat Engn, Xiaogan 432000, Peoples R China
[2] Hubei Engn Univ, Hubei Inst New Socialist Countryside Dev, Xiaogan 432000, Peoples R China
[3] Hubei Engn Univ, Coll Life Sci & Technol, Xiaogan 432000, Peoples R China
[4] Hubei Engn Univ, Res Ctr Ecotoxicol & Food Safety, Xiaogan 432000, Peoples R China
关键词
D O I
10.1155/2021/6650099
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
In order to measure the plant leaf area conveniently and quickly in an indoor laboratory and outdoor field, a set of scaffold leaf area measurement systems was designed and manufactured. A 2D in situ method for measuring plant leaf area with camera correction and background color calibration was proposed. The method integrates three subalgorithms: fast calibration and distortion correction algorithm, background color calibration algorithm, and edge error correction algorithm. At the same time, the Visual Studio 2015 and OpenCV 3.4.0 were used to develop and test the algorithm. In order to verify the measurement speed and environmental adaptability of the system, the test was carried out in the complex light disturbance outdoors, and the results were consistent with those in the room. In order to verify the measurement accuracy of the system, this method was used to measure the standard rectangular gauge block of known area and the real leaf area, respectively, and its data were compared with the data measured by Wanshen LA-S plant image analyzer. The results show that both methods have a good stability, and the algorithm proposed in this paper performs better in measurement accuracy and environmental adaptability.
引用
收藏
页数:11
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