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Laser Journal, Volume. 45, Issue 4, 108(2024)

Compressed sensing image reconstruction method based on column block and mixed block

CAO Weiyi1...2, XU Shuang2,3,*, TANG Qing2 and CHEN Zhiqiang3 |Show fewer author(s)
Author Affiliations
  • 1Key Laboratory of Metallurgical Equipment and Control Technology, Ministry of Education, Wuhan University of Science and Technology, Wuhan 430081, China
  • 2Hubei Key Laboratory of Mechanical Transmission and Manufacturing Engineering, Wuhan University of Science and Technology, Wuhan 430081, China
  • 3Precision Manufacturing Institute, Wuhan University of Science and Technology, Wuhan 430081, China
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    [1] [1] Candes E. Romberg J. and Tao T. Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information[J]. IEEE Trans. Inform. Theory, 2006, 52(2): 489-509.

    [3] [3] Lu G. Block Compressed Sensing of Natural Images[C]//2007 15th International Conference on Digital Signal Processing, 2007, 403-406.

    [10] [10] Candes E J, Tao T. Near-Optimal Signal Recovery From Random Projections: Universal Encoding Strategies[J]. IEEE Transactions on Information Theory, 2006, 52(12): 5406-5425.

    [14] [14] Muhammad S, Pejman T. Reconstruction, optimization, and design of heterogeneous materials and media: Basic principles, computational algorithms, and applications[J]. Physics Reports, 2021, 939:1041-1048.

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    CAO Weiyi, XU Shuang, TANG Qing, CHEN Zhiqiang. Compressed sensing image reconstruction method based on column block and mixed block[J]. Laser Journal, 2024, 45(4): 108

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    Paper Information

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    Received: Aug. 21, 2023

    Accepted: Nov. 26, 2024

    Published Online: Nov. 26, 2024

    The Author Email: Shuang XU (shuangxu@wust.eud.cn)

    DOI:10.14016/j.cnki.jgzz.2024.04.108

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology