Rice Seed Cultivar Identification Using Near-Infrared Hyperspectral Imaging and Multivariate Data Analysis

Rice Seed Cultivar Identification Using Near-Infrared Hyperspectral Imaging and Multivariate Data Analysis

A near-infrared (NIR) hyperspectral imaging system was developed in this study. NIR hyperspectral imaging combined with multivariate data analysis was applied to identify rice seed cultivars. Spectral data was exacted from hyperspectral images. Along with Partial Least Squares Discriminant Analysis...

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Bibliographic Details
Main Authors: Yong He, Pengcheng Nie, Fei Liu, Wenwen Kong, Chu Zhang
Format: Article
Language:English
Published: MDPI AG 2013-07-01
Series:Sensors
Subjects:
rice seed cultivar
hyperspectral imaging
random forest (RF)
weighted regression coefficients (BW)
Online Access:http://www.mdpi.com/1424-8220/13/7/8916

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