• Infrared and Laser Engineering
  • Vol. 50, Issue S2, 20211057 (2021)
Peng Tang1、2, Yi Liu3, Hongguang Wei2, Xiufen Dong1, Guobin Yan4, Yingbin Zhang4, Yajun Yuan4, Zengguang Wang3, Yanan Fan3, and Pengge Ma2
Author Affiliations
  • 1China Three Gorges Corporation, Beijing 100038, China
  • 2School of Intelligent Engineering, Zhengzhou Institute of Aeronautics Industry Management, Zhengzhou 450015, China
  • 3Luoyang Institute of Electro-Optical Equipment, Aviation Industry Corporation of China, Luoyang 471000, China
  • 4Three Gorges New Energy Offshore Wind Power Operation and Maintenance Jiangsu Co., Ltd, Yancheng 224008, China
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    DOI: 10.3788/IRLA20211057 Cite this Article
    Peng Tang, Yi Liu, Hongguang Wei, Xiufen Dong, Guobin Yan, Yingbin Zhang, Yajun Yuan, Zengguang Wang, Yanan Fan, Pengge Ma. Automatic recognition algorithm of digital instrument reading in offshore booster station based on Mask-RCNN[J]. Infrared and Laser Engineering, 2021, 50(S2): 20211057 Copy Citation Text show less
    References

    [1] Huichuan Duan, Haibo Zhang, Shuguang Zhang, et al. Research on instrument digital recognition based on fuzzy theory. Instrument Technique and Sensor, 37-39(2004).

    [2] Shuang Guo. Research on automatic identification method of nixie tube digital instrument. Communications Technology, 45, 37-39(2004).

    [3] Weina Lu, Changrong Liu, Yucai Zheng, et al. A digital instrument character recognition method based on template matching. Modern Computer, 70-72, 86(2008).

    [4] Suping Li. Digital instrument recognition technology based on image processing. Mechanicaland Electronical Engineer-ing, 19, 84-86, 90(2013).

    [5] Akula A, Singh A, Ghosh R, et al. Target recognition in infrared imagery using convolutional neural wk[C]Proceedings of International Conference on Computer Vision Image Processing, 2017.

    [6] Girshick R, Donahue J, Darrell T, et al. Rich feature hierarchies f accurate object detection semantic segmentation[C]CVPR. IEEE, 2014.

    [7] Redmon J, Divvala S, Girshick R, et al. You only look once: Unified, realtime object detection[C]Computer Vision & Pattern Recognition. IEEE, 2016.

    [8] Liu W, Anguelov D, Erhan D, et al. SSD: Single shot MultiBox detect[C]European Conference on Computer Vision. Springer International Publishing, 2016.

    [9] Lin T Y, Dollar P, Girshick R, et al. Feature pyra wks f object detection[C] 2017 IEEE Conference on Computer Vision Pattern Recognition (CVPR). IEEE Computer Society, 2017.

    [10] Lei Zhuo, Lv Zhou, Lihong Yang. Numeral recognition of calculator based on threading method. Software Engineering, 21, 1-3(2018).

    [11] Jianping Lin, Yipeng Liao. Automatic recognition of digital instrument reading based on OpenCV and LSSVM. Microcomputer & its Applications, 36, 37-40(2017).

    [12] Lanying. Han Ruizhi Guo, Xin Cheng. Digital instrument recognition method based on deformable convolutional neural network. Computer Science, 47, 187-193(2020).

    [13] Jing Liu. Research on automatic character recognition of digital instrument based on image processing. Information Technology, 44, 84-87, 91(2020).

    [14] J Redmon, A Farhadi. YOLOv3: An Incremental improvement. arXiv e-prints, 1804.02767(2018).

    [15] An Gong, Yang Zhang, Yonghong Tang. Identification method of electric energy representation based on yolov3 network. Computer Systems & Applications, 29, 196-202(2020).

    [16] He Peilin. Research application of reading recognition algithm f industrial instruments based on deep learning[D]. Chengdu: University of Electronic Science Technology of China, 2020. (in Chinese)

    [17] Sen Wang, Kejian Yang. Research and implementation of image scaling algorithm based on bilinear interpolation. Techniques of Automation and Applications, 44-45, 35(2008).

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    Peng Tang, Yi Liu, Hongguang Wei, Xiufen Dong, Guobin Yan, Yingbin Zhang, Yajun Yuan, Zengguang Wang, Yanan Fan, Pengge Ma. Automatic recognition algorithm of digital instrument reading in offshore booster station based on Mask-RCNN[J]. Infrared and Laser Engineering, 2021, 50(S2): 20211057
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