Early Recognition of Sclerotinia Stem Rot on Oilseed Rape byHyperspectral Imaging Combined With Deep Learning

LIANG Wan-jie; FENG Hui; JIANG Dong; ZHANG Wen-yu; CAO Jing; CAO Hong-xin

doi:10.3964/j.issn.1000-0593(2023)07-2220-06

Spectroscopy and Spectral Analysis, Volume. 43, Issue 7, 2220(2023)

Early Recognition of Sclerotinia Stem Rot on Oilseed Rape byHyperspectral Imaging Combined With Deep Learning

LIANG Wan-jie¹, FENG Hui², JIANG Dong³, ZHANG Wen-yu⁴, CAO Jing¹, and CAO Hong-xin¹

Author Affiliations

¹[in Chinese]

²[in Chinese]

³[in Chinese]

⁴[in Chinese]

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References(7)

[2] [2] Carvajal-Yepes M, Cardwell K, Nelson A, et al. Science, 2019, 364(6447): 1237.

[4] [4] Zhang Chu, Feng Xuping, Wang Jian, et al. Plant Methods, 2017, 13: 39.

[5] [5] Liu F, Shen T, Wang J, et al. Transactions of the ASABE, 2019, 62(1): 123.

[6] [6] Oerke E C, Herzog K, Toepfer R. Journal of Experimental Botany, 2016, 67(18): 5529.

[10] [10] Kong Wenwen, Zhang Chu, Cao Feng, et al. Sensors, 2018, 18: 1764.

[11] [11] Kong Wenwen, Zhang Chu, Huang Weihao, et al. Sensors, 2018, 18: 123.

[14] [14] Hinton G E, Salakhutdinov R R. Science, 2006, 313: 504.

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LIANG Wan-jie, FENG Hui, JIANG Dong, ZHANG Wen-yu, CAO Jing, CAO Hong-xin. Early Recognition of Sclerotinia Stem Rot on Oilseed Rape byHyperspectral Imaging Combined With Deep Learning[J]. Spectroscopy and Spectral Analysis, 2023, 43(7): 2220

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Paper Information

Received: Mar. 21, 2022

Accepted: --

Published Online: Jan. 10, 2024

The Author Email:

DOI:10.3964/j.issn.1000-0593(2023)07-2220-06

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