Laser Journal, Volume. 45, Issue 8, 169(2024)

Research on handwritten expressions image recognition algorithm based on MD-CycleGAN

LYU Chuang and SHUI Qingmei*
Author Affiliations
  • Pass College of Chongqing Technology and Business University, Chongqing 401520, China
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    References(6)

    [1] [1] Hong Z, You N, Tan J, et al. Residual BiRNN Based Seq2Seq Model with Transition Probability Matrix for Online Handwritten Mathematical Expression Recognition[C]//2019 International Conference on Document Analysis and Recognition (ICDAR). 2019.

    [3] [3] N. Pang, C. Yang, X. Zhu, J. Li and X. - C. Yin, Global Context-Based Network with Transformer for Image to Latex[C]//2020 25th International Conference on Pattern Recognition (ICPR), Milan, Italy, 2021: 4650-4656.

    [9] [9] Wu J W, Yin F, Zhang Y M, et al. Handwritten mathematical expression recognition via paired adversarial learning[J]. International Journal of Computer Vision, 2020, 128: 2386-2401.

    [10] [10] Zhang Z, Wang T, Song X, et al. The Design and Implementation of the Natural Handwriting Mathematical Formula Recognition System[C]//Proceedings of the 6th International Conference on Advances in Image Processing. 2022: 114-121.

    [11] [11] Cao Y, Xie Z, Li L. Research on Identification of Handwritten Mathematical Formulas[C]//International Conference on Applications and Techniques in Cyber Intelligence ATCI 2019: Applications and Techniques in Cyber Intelligence. Springer International Publishing, 2020: 1494-1500.

    [12] [12] Messina R, Louradour J. Segmentation - free handwritten Chinese text recognition with LSTM-RNN[C]//International Conference on Document Analysis & Recognition. IEEE, 2015.

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    LYU Chuang, SHUI Qingmei. Research on handwritten expressions image recognition algorithm based on MD-CycleGAN[J]. Laser Journal, 2024, 45(8): 169

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    Paper Information

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    Received: Nov. 21, 2023

    Accepted: Dec. 20, 2024

    Published Online: Dec. 20, 2024

    The Author Email:

    DOI:10.14016/j.cnki.jgzz.2024.08.169

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