The Study of Classification Modeling Method for Near Infrared Spectroscopy of Tobacco Leaves Based on Convolution Neural Network

Lu Mengyao; Yang Kai; Song Pengfei; Shu Ruxin; Wang Luoping; Yang Yuqing; Liu Hui; Li Junhui; Zhao Longlian; Zhang Yehui

doi:10.3964/j.issn.1000-0593(2018)12-3724-05

Journals >Spectroscopy and Spectral Analysis >Volume 38 >Issue 12 >Page 3724 > Article

Spectroscopy and Spectral Analysis
Vol. 38, Issue 12, 3724 (2018)

The Study of Classification Modeling Method for Near Infrared Spectroscopy of Tobacco Leaves Based on Convolution Neural Network

Lu Mengyao^1、2, Yang Kai³, Song Pengfei⁴, Shu Ruxin³, Wang Luoping⁴, Yang Yuqing^1、2, Liu Hui^1、2, Li Junhui^1、2, Zhao Longlian^1、2, and Zhang Yehui^1、2

Author Affiliations

¹[in Chinese]

²[in Chinese]

³[in Chinese]

⁴[in Chinese]

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DOI: 10.3964/j.issn.1000-0593(2018)12-3724-05 Cite this Article

Lu Mengyao, Yang Kai, Song Pengfei, Shu Ruxin, Wang Luoping, Yang Yuqing, Liu Hui, Li Junhui, Zhao Longlian, Zhang Yehui. The Study of Classification Modeling Method for Near Infrared Spectroscopy of Tobacco Leaves Based on Convolution Neural Network[J]. Spectroscopy and Spectral Analysis, 2018, 38(12): 3724 Copy Citation Text

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References

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[12] Abdel-Hamid O, Mohamed A R, Jiang H, et al. IEEE International Conference on Acoustics, 2012, 22(10): 77.

[13] Lecun Y, Bottou L, Bengio Y, et al. Proceedingsof the IEEE, 1998, 86(11): 2278.

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