Visualization and accuracy improvement of soil classification using laser-induced breakdown spectroscopy with deep learning

Summary: Deep learning method is applied to spectral detection due to the advantage of not needing feature engineering. In this work, the deep neural network (DNN) model is designed to perform data mining on the laser-induced breakdown spectroscopy (LIBS) spectra of the ore. The potential of heat di...

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Bibliographic Details
Main Authors: Yanwu Chu, Yu Luo, Feng Chen, Chengwei Zhao, Tiancheng Gong, Yanqing Wang, Lianbo Guo, Minghui Hong
Format: Article
Language:English
Published: Elsevier 2023-03-01
Series:iScience
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S258900422300250X