Application of Hyperspectral Imaging for Identification of Melon Seed Variety Using Deep Learning

Application of Hyperspectral Imaging for Identification of Melon Seed Variety Using Deep Learning

The accurate identification of melon seed varieties is essential for improving seed purity and the overall quality of melon production. In this study, hyperspectral imaging was used to identify six varieties of melon seeds. Both hyperspectral images and RGB images were generated during hyperspectral...

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Bibliographic Details
Main Authors: Zhiqi Hong, Chu Zhang, Wenjian Song, Xiangbo Nie, Hongxia Ye, Yong He
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Agriculture
Subjects:
hyperspectral imaging
image feature
data fusion
convolutional neural network
melon seeds
Online Access:https://www.mdpi.com/2077-0472/15/11/1139
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