Journal of Applied Optics, Volume. 44, Issue 2, 323(2023)

Weather recognition method based on convolutional neural network and feature fusion

Xiaoming HOU and Yafeng QIU*
Author Affiliations
  • School of Mechanical Engineering, Nanjing University of Science and Technology, Nanjing 210094, China
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    References(5)

    [4] [4] LUO Yixin. Design and implementation of intelligent day-to-day control system[D]. Shenyang: Northeastern University, 2011.

    [5] [5] VILLARREAL GUERRA J C, KHANAM Z, EHSAN S, et al. Weather classification: a new multi-class dataset, data augmentation approach and comprehensive evaluations of convolutional neural networks [C]// 2018 NASA/ESA Conference on Adaptive Hardware and Systems (AHS). USA: IEEE, 2018.

    [7] [7] WANG Hui. Research on video single sample face recognition technology based on feature fusion[D]. Hangzhou: Zhejiang University of Technology, 2017.

    [15] [15] KINGMA D P, BA J L. Adam: a method for stochastic optimization[C]// International Conference on Learning Representations, 2015(ICLR 2015). [S. l. ]: Arxiv, 2015: 1-25.

    [17] [17] YE Meitong. Convergence of two kinds of RMSProp algorithms under nonconvex random setting[D]. Changchun: Northeast Normal University, 2021.

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    Xiaoming HOU, Yafeng QIU. Weather recognition method based on convolutional neural network and feature fusion[J]. Journal of Applied Optics, 2023, 44(2): 323

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    Paper Information

    Category: Research Articles

    Received: May. 11, 2022

    Accepted: --

    Published Online: Apr. 14, 2023

    The Author Email: QIU Yafeng (njlghcn@sina.com)

    DOI:10.5768/JAO202344.0202004

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