Spectroscopy and Spectral Analysis, Volume. 44, Issue 3, 865(2024)

A Hyperspectral Deep Learning Model for Predicting Anthocyanin Content in Purple Leaf Lettuce

ZHANG Mei-ling... CHEN Yong-jie, WANG Min-juan, LI Min-zan and ZHENG Li-hua* |Show fewer author(s)
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    References(19)

    [1] [1] Vina A, Gitelson A A.IEEE Geoscience and Remote Sensing Letters,2011, 8(3): 464.

    [2] [2] Close D C,Beadle C L.The Botanical Review,2003,69(2):149.

    [3] [3] Grzybowski M,Wijewardane N K,Atefi A,et al.Plant Communications,2021,2(4):100209.

    [5] [5] Gabrielli M,Lanon-Verdier V,Picouet P,et al.Chemosensors,2021,9(4):71.

    [6] [6] Tian X Y,Aheto J H,Bai J W,et al.Journal of Food Processing and Preservation,2021,45(2):e15128.

    [7] [7] Yang J,Xu J,Zhang X,et al.Analytica Chimica Acta,2019,1081:6.

    [8] [8] Furbank R T,Silva-Perez V,Evans J R,et al.Plant Methods,2021,17(1):108.

    [9] [9] LeCun Y,Bengio Y,Hinton G.Nature,2015,521(7553):436.

    [10] [10] Kohonen T.Computer,1988,21(3):11.

    [11] [11] Xiang Y,Chen Q,Su Z,et al.Frontiers in Plant Science,2022,13: 860656.

    [12] [12] Yu X,Lu H,Wu D.Postharvest Biology and Technology,2018,141:39.

    [13] [13] Zhang X,Lin T,Xu J,et al.Analytica Chimica Acta,2019,1058:48.

    [14] [14] Khelifi L,Mignotte M.IEEE Access,2020,8:126385.

    [15] [15] Szegedy C,Vanhoucke V,Ioffe S,et al.Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition,2016:2818.

    [16] [16] Ruttarattanamongkol K,Chittrakorn S,Weerawatanakorn M,et al.Journal of Food Science and Technology,2016,53(4):1811.

    [17] [17] Li H,Liang Y,Xu Q,et al.Analytica Chimica Acta,2009,648(1):77.

    [18] [18] Rinnan ,Van Den Berg F,Engelsen S B.TrAC Trends in Analytical Chemistry,2009,28(10):1201.

    [20] [20] Fu P,Meacham-Hensold K,Guan K,et al.Frontiers in Plant Science,2019,10:730.

    [21] [21] Huang G B,Zhu Q Y,Siew C K.Neurocomputing,2006,70(1-3):489. A Hyperspectral Deep Learning Model for Predicting Anthocyanin

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    ZHANG Mei-ling, CHEN Yong-jie, WANG Min-juan, LI Min-zan, ZHENG Li-hua. A Hyperspectral Deep Learning Model for Predicting Anthocyanin Content in Purple Leaf Lettuce[J]. Spectroscopy and Spectral Analysis, 2024, 44(3): 865

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    Paper Information

    Received: Nov. 5, 2022

    Accepted: --

    Published Online: Aug. 6, 2024

    The Author Email: Li-hua ZHENG (zhenglh@cau.edu.cn)

    DOI:10.3964/j.issn.1000-0593(2024)03-0865-07

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