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Classification and identification of plant species based on multi-source remote sensing data: Research progress and prospect

Kong Jiaxin, Zhang Zhaochen, Zhang Jian, 1 Zhejiang Tiantong Forest Ecosystem National Observation and Research Station, School of Ecological and Environmental Sciences, East China Normal University, Shanghai 2002412 Shanghai Institute of Pollution Control and Ecological Security, Shanghai 200092
2019 Biodiversity Science  
总之, 随着特征挖掘(feature mining)、核变换(kernel tran- sformation)、多分类器集合(multiple classifier inte- gration)、监督学习和主动学习(semi-supervised learning and active learning)、深度学习(deep learning) 等技术的不断改进, 必定会极大地提高植物物种分  ...  Ceamanos等(2010)提出了一 种基于支持向量机的分类器集成算法对高光谱数 据进行分类, 发现集合分类器的分类精度优于单一 算法的精度。 Lu和Weng (2007)的综述文章中也总结 了部分改进优化后的分类算法。  ... 
doi:10.17520/biods.2019197 fatcat:7in2yekk7zhabdja2ovfov4beq