基于无人机图像以及不同机器学习和深度学习模型的小麦倒伏率检测

Wheat Lodging Ratio Detection Based on UAS Imagery Coupled with Different Machine Learning and Deep Learning Algorithms

Paulo FLORES, Zhao ZHANG

Table 1 Features selected based on domain knowledge for wheat lodging ratio detection

Feature number Feature Description 1 R Red channel 2 G Green channel 3 B Blue Channel 4 H Hue Channel 5 S Saturation channel 6 I Intensity channel 7 L Luminosity channel 8 a a channel 9 b b channel 10 NDI Normalized difference index 11 ExG Excess green index 12 ExR Excess red index 13 GLCM Texture feature