Identification of the variety of maize seeds based on hyperspectral images coupled with convolutional neural networks and subregional voting

BACKGROUND Maize is one of the most important food crops in the world. Many different varieties of maize seeds are similar in size and appearance, so distinguishing the varieties of maize seed is a significant research topic. This study used hyperspectral image processing coupled with convolutional...

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Veröffentlicht in:	Journal of the science of food and agriculture 2021-08, Vol.101 (11), p.4532-4542
Hauptverfasser:	Zhou, Quan, Huang, Wenqian, Tian, Xi, Yang, Yi, Liang, Dong
Format:	Artikel
Sprache:	eng
Schlagworte:	convolutional neural network hyperspectral image maize seed subregional voting variety identification
Online-Zugang:	Volltext
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