Application of near-infrared spectroscopy and CNN-TCN for the identification of foreign fibers in cotton layers

Application of near-infrared spectroscopy and CNN-TCN for the identification of foreign fibers in cotton layers

Foreign fibers in cotton layers have a particular impact on the quality of the cotton. Traditional image processing methods are ineffective in detecting foreign fibers in cotton layers, which are time-consuming and costly. In order to identify foreign fibers effectively, a classification and identif...

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Bibliographic Details
Main Authors: Yu Hong Du, Xueliang Li, Weijia Ren, Hengli Zuo
Format: Article
Language:English
Published: Taylor & Francis Group 2023-04-01
Series:Journal of Natural Fibers
Subjects:
foreign fibers
nir-spectroscopy
temporal convolutional neural network (tcn)
f-test (anova)
lightgbm
Online Access:http://dx.doi.org/10.1080/15440478.2023.2172638

Internet

http://dx.doi.org/10.1080/15440478.2023.2172638

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