Identification of Geographical Origin of Chinese Chestnuts Using Hyperspectral Imaging with 1D-CNN Algorithm

Identification of Geographical Origin of Chinese Chestnuts Using Hyperspectral Imaging with 1D-CNN Algorithm

The adulteration in Chinese chestnuts affects the quality, taste, and brand value. The objective of this study was to explore the feasibility of the hyperspectral imaging (HSI) technique to determine the geographical origin of Chinese chestnuts. An HSI system in spectral range of 400–1000 nm was app...

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Bibliographic Details
Main Authors: Xingpeng Li, Hongzhe Jiang, Xuesong Jiang, Minghong Shi
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Agriculture
Subjects:
hyperspectral imaging
Chinese chestnuts
origin identification
classification models
1D-CNN
Online Access:https://www.mdpi.com/2077-0472/11/12/1274

Internet

https://www.mdpi.com/2077-0472/11/12/1274

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