Chinese Journal of Liquid Crystals and Displays, Volume. 35, Issue 12, 1291(2020)

Instrument recognition method based on Faster R-CNN

LI Na1, JIANG Zhi2, WANG Jun1,3, and DONG Xing-fa1
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  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
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    References(5)

    [1] [1] HE P L, ZUO L, ZHANG C H, et al. A value recognition algorithm for pointer meter based on improved mask-RCNN [C]//Proceedings of the 2019 9th International Conference on Information Science and Technology. Hulunbuir, China: IEEE, 2019: 108-113.

    [2] [2] FANG Y X, DAI Y, HE G L, et al. A mask RCNN based automatic reading method for pointer meter [C]//Proceedings of 2019 Chinese Control Conference. Guangzhou, China: IEEE, 2019: 8466-8471.

    [3] [3] RAO Y, YAN F, ZHUANG Y, et al. A real-time auto-recognition method for pointer-meter under uneven illumination [C]//Proceedings of 2019 IEEE International Conference on Real-Time Computing and Robotics. Irkutsk, Russia: IEEE, 2019: 890-894.

    [4] [4] KUCHERUK V, KURYTNIK I, KULAKOV P, et al. Definition of dynamic characteristics of pointer measuring devices on the basis of automatic indications determination [J]. Archives of Control Sciences, 2018, 28(3): 401-418.

    [11] [11] HUANG Y, DAI X Y, MENG Q H. An automatic detection and recognition method for pointer-type meters in natural gas stations [C]//Proceedings of 2019 Chinese Control Conference. Guangzhou, China: IEEE, 2019: 7866-7871.

    CLP Journals

    [1] LIU Chang-ji, HAO Zhi-cheng, YANG Jin-cheng, ZHU Ming, NIE Hai-tao. Object 3D position estimation based on instance segmentation[J]. Chinese Journal of Liquid Crystals and Displays, 2021, 36(11): 1535

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    LI Na, JIANG Zhi, WANG Jun, DONG Xing-fa. Instrument recognition method based on Faster R-CNN[J]. Chinese Journal of Liquid Crystals and Displays, 2020, 35(12): 1291

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    Paper Information

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    Received: Aug. 6, 2020

    Accepted: --

    Published Online: Dec. 28, 2020

    The Author Email:

    DOI:10.37188/yjyxs20203512.1291

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