Laser & Optoelectronics Progress, Volume. 62, Issue 10, 1037003(2025)

Dual-Branch Chronological Clustering Network for Bronze Inscriptions with Improved Multiscale CBAM

Jingwen Ding1... Ying Lu1, Huiqin Wang1,*, Ke Wang1 and Zhan Wang2 |Show fewer author(s)
Author Affiliations
  • 1School of Information & Control Engineering, Xi'an University of Architecture & Technology, Xi'an 710055, Shaanxi , China
  • 2Shaanxi Provincial Institute of Cultural Relics Protection, Xi'an 710075, Shaanxi , China
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    References(22)

    [1] Ren G H, Ban X Y. The symbolic significance and unique charm of chinese bronzes[N]. Chinese Social Sciences Today.

    [5] Li X X. Research and implementation of management and recognition system of Shang and Zhou dynastites broze inscription[D](2015).

    [6] Cui Q. A study on multilingual ancient character symbol recognition in natural scenes based on deep learning[D](2018).

    [9] Liu X T, Zhao M L, Wang G R et al. Research on unsupervised clustering method of Korean ancient book character images based on DeepCluster[J]. Journal of Yanbian University (Natural Science Edition), 49, 183-188(2023).

    [10] Jiang L. Research of ancient Chinese character image clustering based on BIRCH and imoroved k-medoids algorithm[D], 20-28(2012).

    [13] Zhao J B, Li W B, Ou W C et al. Positioning and decoding of absolute grating rulers based on end-to-end deep learning framework[J]. Laser & Optoelectronics Progress, 61, 1712005(2024).

    [15] Geng S S, Li J G. Person re-identification based on multi-feature fusion of dynamic convolution and attention[J]. Computer Engineering and Design, 44, 1228-1234(2023).

    [18] Zhang Y M, Xu M, Li X D. A multi-label remote sensing image retrieval method based on attention mechanism and soft matching[J]. Computer Applications and Software, 41, 181-185, 199(2024).

    [20] Liu X, Chen C M, Deng H et al. Point cloud classification and segmentation network based on topological awareness and channel attention[J]. Laser & Optoelectronics Progress, 61, 2415007(2024).

    [21] Fan Y Z. Shang and Zhou dynasty bronze inscriptions and early Chinese calligraphy art[J]. The World of Chinese Painting & Calligraphy, 68-75(2005).

    [22] Yan H. A study on the calligraphic style of inscriptions on three artifacts of king of Zhongshan from the Warring States period[D](2015).

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    Jingwen Ding, Ying Lu, Huiqin Wang, Ke Wang, Zhan Wang. Dual-Branch Chronological Clustering Network for Bronze Inscriptions with Improved Multiscale CBAM[J]. Laser & Optoelectronics Progress, 2025, 62(10): 1037003

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    Paper Information

    Category: Digital Image Processing

    Received: Dec. 3, 2024

    Accepted: Feb. 12, 2025

    Published Online: Apr. 23, 2025

    The Author Email: Wang Huiqin (hqwang@xauat.edu.cn)

    DOI:10.3788/LOP242364

    CSTR:32186.14.LOP242364

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