无人机高光谱影像与冠层树种多样性监测

徐岩, 张聪伶, 降瑞娇, 王子斐, 朱梦晨, 沈国春

UAV-based hyperspectral images and monitoring of canopy tree diversity

Yan Xu, Congling Zhang, Ruijiao Jiang, Zifei Wang, Mengchen Zhu, Guochun Shen

图6 深度学习与非深度学习算法在高光谱树种分类中的表现。通过统计检验结果可看出, 深度学习算法在物种分类中有明显优势。

Fig. 6 The performance of deep learning and non deep learning algorithms in hyperspectral tree species classification. The statistical test results show that the deep learning algorithm has obvious advantages in species classification.