Tillering Number Estimation of Winter Wheat Based on Visible Spectrogram and Lightweight Convolutional Neural Network

LI Yun-xia; MA Jun-cheng; LIU Hong-jie; ZHANG Ling-xian

doi:10.3964/j.issn.1000-0593(2023)01-0273-07

Spectroscopy and Spectral Analysis, Volume. 43, Issue 1, 273(2023)

Tillering Number Estimation of Winter Wheat Based on Visible Spectrogram and Lightweight Convolutional Neural Network

LI Yun-xia^1、*, MA Jun-cheng², LIU Hong-jie³, and ZHANG Ling-xian¹

Author Affiliations

¹[in Chinese]

²[in Chinese]

³[in Chinese]

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References(7)

[2] [2] Fang Y, Qiu X L, Guo T, et al. Plant Methods, 2020, 16(1): 132.

[4] [4] González-Esquiva J M, Oates M J, García-Mateos G, et al. Computers and Electronics in Agriculture, 2017, 141: 15.

[6] [6] Ma J C, Li Y X, Chen Y Q, et al. European Journal of Agronomy, 2019, 103: 117.

[7] [7] Madec S, Jin X L, Lu H, et al. Agricultural and Forest Meteorology, 2019, 264: 225.

[8] [8] Yang Q, Shi L, Han J, et al. Field Crops Research, 2019, 235(3): 142.

[9] [9] Iandola F N, Han S, Moskewicz M W, et al. IEEE Computer Vision and Pattern Recognition. Las Vegas: IEEE, 2016.

[12] [12] Pradana-López S, Pérez-Calabuig A M, Rodrigo C, et al. Food Control, 2021, (4): 108122.

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LI Yun-xia, MA Jun-cheng, LIU Hong-jie, ZHANG Ling-xian. Tillering Number Estimation of Winter Wheat Based on Visible Spectrogram and Lightweight Convolutional Neural Network[J]. Spectroscopy and Spectral Analysis, 2023, 43(1): 273

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Paper Information

Received: Dec. 26, 2021

Accepted: --

Published Online: Mar. 28, 2023

The Author Email: Yun-xia LI (736927152@qq.com)

DOI:10.3964/j.issn.1000-0593(2023)01-0273-07

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