Interpretable deep learning-assisted laser-induced breakdown spectroscopy for brand classification of iron ores

被引：0
|
作者：
Zhao, Wenya [1 ,2 ]
Li, Chen [1 ]
Yan, Chenglin [1 ]
Min, Hong [1 ]
An, Yarui [2 ]
Liu, Shu [1 ]
机构：
[1] [1,Zhao, Wenya
[2] Li, Chen
[3] Yan, Chenglin
[4] Min, Hong
[5] An, Yarui
[6] Liu, Shu
来源：
Liu, Shu (liu_shu@customs.gov.cn); An, Yarui (anyarui@usst.edu.cn) | 1600年 / Elsevier B.V.卷 / 1166期
关键词：
Iron ores - Compliance control - Convolutional neural networks - Atomic emission spectroscopy - Deep learning - Convolution - Learning systems;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [21] Laser-Induced Breakdown Spectroscopy Assisted by Machine Learning for Plastics/Polymers Identification
    Stefas, Dimitrios
    Gyftokostas, Nikolaos
    Bellou, Elli
    Couris, Stelios
    ATOMS, 2019, 7 (03) : 1 - 13
  • [22] Improved mineralogical analysis in copper ores by laser-induced breakdown spectroscopy
    Alvarez, Jonnathan
    Velasquez, Marizu
    Sandoval-Munoz, Claudio
    Castillo, Rosario del P.
    Bastidas, Camila Y.
    Luarte, Danny
    Sbarbaro, Daniel
    Rammlmair, Dieter
    Yanez, Jorge
    JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY, 2022, 37 (10) : 1994 - 2004
  • [23] Pseudo-shot Learning for Soil Classification With Laser-Induced Breakdown Spectroscopy
    Huang Y.
    Bais A.
    Hussein A.E.
    IEEE Transactions on Artificial Intelligence, 2024, 5 (02): : 709 - 723
  • [24] Benchmark classification dataset for laser-induced breakdown spectroscopy
    Kepes, Erik
    Vrabel, Jakub
    Stritezska, Sara
    Porizka, Pavel
    Kaiser, Jozef
    SCIENTIFIC DATA, 2020, 7 (01)
  • [25] Laser-induced breakdown spectroscopy for the classification of unknown powders
    Snyder, Emily Gibb
    Munson, Chase A.
    Gottfried, Jennifer L.
    De Lucia, Frank C., Jr.
    Gullett, Brian
    Miziolek, Andrzej
    APPLIED OPTICS, 2008, 47 (31) : G80 - G87
  • [26] Benchmark classification dataset for laser-induced breakdown spectroscopy
    Erik Képeš
    Jakub Vrábel
    Sára Střítežská
    Pavel Pořízka
    Jozef Kaiser
    Scientific Data, 7
  • [27] Laser-induced breakdown spectroscopy of iron oxide powder
    Stehrer, T.
    Praher, B.
    Viskup, R.
    Jasik, J.
    Wolfmeir, H.
    Arenholz, E.
    Heitz, J.
    Pedarnig, J. D.
    JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY, 2009, 24 (07) : 973 - 978
  • [28] A Study on the Effect of Preprocessing and Normalization on Classification of Plant Samples in Machine Learning Assisted Laser-Induced Breakdown Spectroscopy
    Zaman, Muhammad Haider
    Rehman, Fahad
    Tahir, Muhammad Shoaib
    Faheem, Muhammad
    Jamil, Yasir
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2024, 49 (07) : 10003 - 10019
  • [29] Laser-induced breakdown spectroscopy assisted chemometric methods for rice geographic origin classification
    Yang, Ping
    Zhou, Ran
    Zhang, Wen
    Tang, Shisong
    Hao, Zhongqi
    Li, Xiangyou
    Lu, Yongfeng
    Zeng, Xiaoyan
    APPLIED OPTICS, 2018, 57 (28) : 8297 - 8302
  • [30] Fresh Meat Classification Using Laser-Induced Breakdown Spectroscopy Assisted by LightGBM and Optuna
    Mo, Kaifeng
    Tang, Yun
    Zhu, Yining
    Li, Xiangyou
    Li, Jingfeng
    Peng, Xuxiang
    Liao, Ping
    Zou, Penghui
    FOODS, 2024, 13 (13)
12345