Laser Journal, Volume. 45, Issue 12, 187(2024)

Two-stage video compression sensing reconstruction based on optimized hypothesis set

PU Guanglei1... JIA Huayu1,* and LUO Biao2 |Show fewer author(s)
Author Affiliations
  • 1College of Electrical and Power Engineering, Taiyuan University of Technology, Taiyuan 030024, China
  • 2Accelink Technologies Co., Lte., Wuhan 430074, China
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    References(12)

    [1] [1] Li H, Yue Y, Luo J. Video Compressed Sensing Reconstruction Based on Multi-Dimensional Reference Frame Multi Hypothesis Rediction[J]. Journal of Information Hiding and Privacy Protection, 2022, 4(2): 61-68.

    [3] [3] Yuchen Y, Jianhua L, Hua L. Multi-hypothesis distributed video compression sensing based on key frame secondary reconstruction[C]//2020 International Conference on Defence Technology (Autumn Edition). Beijing, China: Journal of Physics: Conference Series, 2021: 1-13.

    [4] [4] Wang J, Chen J. An Adaptive Rate Blocked Compressive Sensing Method for Video[J]. Entropy, 2021, 23(8): 1002.

    [7] [7] Kuo Y, Wu K, Chen J. A scheme for distributed compressed video sensing based on hypothesis set optimization techniques[J]. Multidimensional Systems and Signal Processing, 2017, 28(1): 129-148.

    [8] [8] Zhao C, Ma S, Zhang J, et al. Video Compressive Sensing Reconstruction via Reweighted Residual Sparsity[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2017, 27(6): 1182-1195.

    [9] [9] Zhou J, Liu H. Video compressive sensing reconstruction via long-short-term double-pattern prediction[J]. Optoelectronics Letters, 2020, 16(3): 230-236.

    [10] [10] Zheng S, Chen J, Zhang X P, et al. A New Multihypothesis-Based Compressed Video Sensing Reconstruction System[J]. IEEE Transactions on Multimedia, 2021, 23: 3577-3589.

    [12] [12] Song Y, Zhang D, Tang Q, et al. Local and nonlocal constraints for compressed sensing video and multi-view image recovery[J]. Neurocomputing, 2020, 406: 34-48.

    [13] [13] Zhou C, Chen C, Ding F, et al. Distributed Compressive Video Sensing with Mixed Multihypothesis Prediction[J]. Mathematical Problems in Engineering, 2018, 2018: 1-10.

    [14] [14] Liu H, Sun R. Iterative Progressive-hypothesis Prediction for Forward Interframe Reconstruction of Video Compressive Sensing[C]//2022 IEEE 24th International Workshop on Multimedia Signal Processing. Shanghai, China: IEEE, 2022: 1-6.

    [15] [15] Zhang Y, He Y, Zhang J, et al. A High-Quality Adaptive Video Reconstruction Optimization Method Based on Compressed Sensing[J]. Computer Modeling in Engineering & Sciences, 2023, 137(1): 363-383.

    [16] [16] Yuan W, Liu H. Motion-adaptive adjacent-reference skipping for distributed video compressive sensing with general decoders[J]. Optoelectronics Letters, 2022, 18(12): 755-762.

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    PU Guanglei, JIA Huayu, LUO Biao. Two-stage video compression sensing reconstruction based on optimized hypothesis set[J]. Laser Journal, 2024, 45(12): 187

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    Paper Information

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    Received: May. 13, 2024

    Accepted: Mar. 10, 2025

    Published Online: Mar. 10, 2025

    The Author Email: Huayu JIA (jiahuayu@mail.xjtu.edu.cn)

    DOI:10.14016/j.cnki.jgzz.2024.12.187

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