Chinese Journal of Lasers, Volume. 50, Issue 9, 0907101(2023)

Obtaining Neck Weak Pulse Signal Using Multi‑Region Dominant Frequency Enhancement Method

Jiaqing Tao1, Zexi Zheng1,2、*, Huazhong Xiang1, and Xianyang Tian1
Author Affiliations
  • 1Shanghai Research Engineering Center of Interventional Medical Device, University of Shanghai for Science and Technology, Shanghai 200093, China
  • 2School of Mechanical Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China
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    Figures & Tables(8)
    Schematic of acquisition device
    Variations of SNR and DSNR with m. (a) Variation of SNR with m; (b) variation of DSNR with m
    Frequency spectrum of single Si and reconstructed single at different principle frequency expansion coefficient (m) values. (a) Signal Si; (b) frequency spectrum of single Si (the frequency range of red, yellow and green lines is the main frequency domain when m=2); (c) reconstructed signal when m=0; (d) reconstructed signal when m=2
    Process of signal processing by multi-region dominant frequency enhancement (MRDFE) method. (a) A certain frame of neck image and selected ROI; (b) original grayscale signals of each ROI; (c) weighted signals of each ROI after filtering; (d) each component after principal component analysis
    Single period pulse wave and its characteristic points
    Measured pulse wave and its characteristic points
    Pulse wave signals obtained with different signal processing methods. (a) BF method; (b) BF+SSA method; (c) direct PCA method; (d) MRDFE method
    • Table 1. Evaluation index statistics of four methods

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      Table 1. Evaluation index statistics of four methods

      MethodITIVI1I2
      BF0.6690.2470.4630.344
      BF+SSA0.7130.1830.4940.409
      PCA0.8130.1910.6310.469
      MRDFE0.8760.1910.690.507
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    Jiaqing Tao, Zexi Zheng, Huazhong Xiang, Xianyang Tian. Obtaining Neck Weak Pulse Signal Using Multi‑Region Dominant Frequency Enhancement Method[J]. Chinese Journal of Lasers, 2023, 50(9): 0907101

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    Paper Information

    Category: Biomedical Optical Imaging

    Received: Sep. 26, 2022

    Accepted: Nov. 24, 2022

    Published Online: Apr. 14, 2023

    The Author Email: Zheng Zexi (zexizheng@outlook.com)

    DOI:10.3788/CJL221273

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