Identification of Turtle-Shell Growth Year Using Hyperspectral Imaging Combined with an Enhanced Spatial–Spectral Attention 3DCNN and a Transformer

Identification of Turtle-Shell Growth Year Using Hyperspectral Imaging Combined with an Enhanced Spatial–Spectral Attention 3DCNN and a Transformer

Turtle shell (<i>Chinemys reecesii</i>) is a prized traditional Chinese dietary therapy, and the growth year of turtle shell has a significant impact on its quality attributes. In this study, a hyperspectral imaging (HSI) technique combined with a proposed deep learning (DL) network algo...

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Bibliographic Details
Main Authors: Tingting Wang, Zhenyu Xu, Huiqiang Hu, Huaxing Xu, Yuping Zhao, Xiaobo Mao
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Molecules
Subjects:
hyperspectral imaging
turtle shell
growth-year identification
spatial–spectral attention
3D convolutional neural network
transformer
Online Access:https://www.mdpi.com/1420-3049/28/17/6427

Internet

https://www.mdpi.com/1420-3049/28/17/6427

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