High-quality images and data augmentation based on inverse projection transformation significantly improve the estimation accuracy of biomass and leaf area index

Yingpu Che,Qing Wang,Ziwen Xie,Shilin Li,Jinyu Zhu,Baoguo Li,Yuntao Ma

Comput. Electron. Agric.（2023）

引用 0|浏览6

暂无评分

摘要

•Model accuracy improved with undistorted image at 0° solar zenith angle.•Data augmentation by various perspectives' images can improve model performance.•Canopy structure was the most reliable indication for estimating AGB and LAI.

查看译文

关键词

UAV,Maize,Inverse projection transformation,Data augmentation,Above-ground biomass,Leaf area index

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要