Hyperspectral imaging combined with CNN for maize variety identification

IntroductionAs the third largest food crop in the world, maize has wide varieties with similar appearances, which makes identification difficult. To solve the problem of identification of hybrid maize varieties, a method based on hyperspectral image technology combined with a convolutional neural ne...

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Bibliographic Details

Published in:	Frontiers in Plant Science
Main Authors:	Fu Zhang, Fangyuan Zhang, Shunqing Wang, Lantao Li, Qiang Lv, Sanling Fu, Xinyue Wang, Qingfeng Lv, Yakun Zhang
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2023-09-01
Subjects:	hyperspectral imaging technology maize high dimensional feature mapping convolution neural network non-destructive testing
Online Access:	https://www.frontiersin.org/articles/10.3389/fpls.2023.1254548/full