Spectroscopy and Spectral Analysis, Volume. 43, Issue 1, 310(2023)
Deep Learning Modelling and Model Transfer for Near-Infrared Spectroscopy Quantitative Analysis
[1] [1] Ashie A, Lei H, Han B, et al. Infrared Physics & Technology, 2021, 113: 103629.
[2] [2] Miao X, Miao Y, Gong H, et al. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2021, 257: 119700.
[3] [3] Behkami S, Zain S M, Gholami M, et al. Food Chemistry, 2019, 294: 309.
[4] [4] Li D, Wang A, Li Y, et al. Spectroscopy and Spectral Analysis, 2021, 41(2): 441.
[5] [5] Huang X, Luo Y P, Xia L. Chemometrics and Intelligent Laboratory Systems, 2019, 194: 103872.
[6] [6] Mishra P, Roger J M, Marini F, et al. Chemometrics and Intelligent Laboratory Systems, 2021, 212: 104190.
[7] [7] Workman J J. Applied Spectroscopy, 2018, 72(3): 340.
[8] [8] Malli B, Birlutiu A, Natschlger T. Chemometrics and Intelligent Laboratory Systems, 2017, 161: 49.
[9] [9] Zhao Y, Zhao Z, Shan P, et al. Molecules, 2019, 24(9): 1802.
[10] [10] Zou C, Zhu H, Shen J, et al. Analytical Methods, 2019, 11(35): 4481.
[11] [11] Chen Y, Wang Z. Chemometrics and Intelligent Laboratory Systems, 2019, 192: 103824.
[12] [12] Luo Y, Yang S, Tian H, et al. Infrared Physics & Technology, 2020, 104: 103053.
[13] [13] Liu C, Yang S X, Li X, et al. Chemometrics and Intelligent Laboratory Systems, 2020, 201: 104014.
[14] [14] Passos D, Mishra P. Chemometrics and Intelligent Laboratory Systems, 2021: 104354.
[15] [15] Hu R, Zhang L, Yu Z, et al. Infrared Physics & Technology, 2019, 102: 102999.
[16] [16] Acquarelli J, van Laarhoven T, Gerretzen J, et al. Analytica Chimica Acta, 2017, 954: 22.
[17] [17] Zhang X, Lin T, Xu J, et al. Analytica Chimica Acta, 2019, 1058: 48.
[18] [18] Dong J E, Wang Y, Zuo Z T, et al. Chemometrics and Intelligent Laboratory Systems, 2020, 197: 103913.
[19] [19] Jiang D, Qi G, Hu G, et al. Infrared Physics & Technology, 2020, 111: 103494.
[20] [20] Zhao Y, Yu J, Shan P, et al. Molecules, 2019, 24(7): 1289.
[21] [21] Zhang F, Zhang R, Wang W, et al. Chemometrics and Intelligent Laboratory Systems, 2019, 195: 103896.
[22] [22] Zhang J, Guo C, Cui X, et al. Analytica Chimica Acta, 2019, 1050: 25.
[23] [23] Zhuang F, Qi Z, Duan K, et al. Proceedings of the IEEE, 2020, 109(1): 43.
[24] [24] Jiang Y, Gu X, Wu D, et al. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2020, 18(1): 40.
[25] [25] Xie H, Liu B, Xiao Y. Information Sciences, 2021, 547: 526.
[26] [26] Zhang S, Sun F, Wang N, et al. Journal of Digital Imaging, 2019, 32(6): 995.
[27] [27] Pikuliak M, Simko M, Bielikova M. Expert Systems with Applications, 2021, 165: 113765.
[28] [28] Li L, Pan X, Chen W, et al. Journal of Innovative Optical Health Sciences, 2020, 13(4): 2050016.
[29] [29] Mishra P, Passos D. Chemometrics and Intelligent Laboratory Systems, 2021, 212: 104283.
[30] [30] Mishra P, Passos D. Infrared Physics & Technology, 2021, 117: 103863.
[31] [31] Szegedy C, Liu W, Jia Y, et al. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2015: 1.
[32] [32] He K, Zhang X, Ren S, et al. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 770.
[33] [33] Chen Y, Wang Z. Chemometrics and Intelligent Laboratory Systems, 2019, 191: 103.
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FU Peng-you, WEN Yue, ZHANG Yu-ke, LI Ling-qiao, YANG Hui-hua. Deep Learning Modelling and Model Transfer for Near-Infrared Spectroscopy Quantitative Analysis[J]. Spectroscopy and Spectral Analysis, 2023, 43(1): 310
Received: Nov. 29, 2021
Accepted: --
Published Online: Mar. 28, 2023
The Author Email: Peng-you FU (20032201004@mails.guet.edu.cn)