HyperSeed: An End-to-End Method to Process Hyperspectral Images of Seeds

HyperSeed: An End-to-End Method to Process Hyperspectral Images of Seeds

High-throughput, nondestructive, and precise measurement of seeds is critical for the evaluation of seed quality and the improvement of agricultural productions. To this end, we have developed a novel end-to-end platform named <i>HyperSeed</i> to provide hyperspectral information for see...

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Bibliographic Details
Main Authors: Tian Gao, Anil Kumar Nalini Chandran, Puneet Paul, Harkamal Walia, Hongfeng Yu
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Sensors
Subjects:
hyperspectral imaging system
high-throughput seed phenotyping
phenotyping software
seed heat stress
3D convolutional neural network (CNN)
support vector machine (SVM)
Online Access:https://www.mdpi.com/1424-8220/21/24/8184

Internet

https://www.mdpi.com/1424-8220/21/24/8184

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