Maize Seed Variety Classification Using the Integration of Spectral and Image Features Combined with Feature Transformation Based on Hyperspectral Imaging

Maize Seed Variety Classification Using the Integration of Spectral and Image Features Combined with Feature Transformation Based on Hyperspectral Imaging

Hyperspectral imaging (HSI) technology has been extensively studied in the classification of seed variety. A novel procedure for the classification of maize seed varieties based on HSI was proposed in this study. The optimal wavelengths for the classification of maize seed varieties were selected us...

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Bibliographic Details
Main Authors: Min Huang, Chujie He, Qibing Zhu, Jianwei Qin
Format: Article
Language:English
Published: MDPI AG 2016-06-01
Series:Applied Sciences
Subjects:
hyperspectral imaging
maize seed
classification
SPA
LS–SVM
feature transformation methods
Online Access:http://www.mdpi.com/2076-3417/6/6/183

Internet

http://www.mdpi.com/2076-3417/6/6/183

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