Hyperspectral Technique Combined With Deep Learning Algorithm for Prediction of Phenotyping Traits in Lettuce

Hyperspectral Technique Combined With Deep Learning Algorithm for Prediction of Phenotyping Traits in Lettuce

The currently available methods for evaluating most biochemical traits of plant phenotyping are destructive and have extremely low throughput. However, hyperspectral techniques can non-destructively obtain the spectral reflectance characteristics of plants, which can provide abundant biophysical and...

Full description

Bibliographic Details
Main Authors: Shuan Yu, Jiangchuan Fan, Xianju Lu, Weiliang Wen, Song Shao, Xinyu Guo, Chunjiang Zhao
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-06-01
Series:Frontiers in Plant Science
Subjects:
plant phenotyping
hyperspectral imaging
deep learning
lettuce
SSC
pH
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2022.927832/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2022.927832/full

Similar Items