Optical Instruments, Volume. 44, Issue 4, 1(2022)

The effect of data pre-processing on the localization accuracy of millimeter wave hologram object detection

Tianle ZHAO and Ping LI*
Author Affiliations
  • School of Optical-Electrical and Computer Engineering ,University of Shanghai for Science and Technology, Shanghai 200093, China
  • show less
    Figures & Tables(10)
    Framework of millimeter wave hologram target detection system
    Foreground image with corresponding gray histogram
    AMMW holographic image preprocessing method based on spatial filtering and CH-Guided K-Means clustering
    Foreground image with corresponding gray histogram
    The structure of our proposed feature extractor
    Target
    Detection results
    Precision - recall curve
    Loss curve
    • Table 1. Detection accuracy

      View table
      View in Article

      Table 1. Detection accuracy

      预处理方式准确率
      无任何预处理88.82%
      空间滤波+最小值聚类90.44%
      空间滤波+最大值聚类90.80%
      空间滤波92.30%
    Tools

    Get Citation

    Copy Citation Text

    Tianle ZHAO, Ping LI. The effect of data pre-processing on the localization accuracy of millimeter wave hologram object detection[J]. Optical Instruments, 2022, 44(4): 1

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: TESTING TECHNOLOGY

    Received: Jan. 7, 2022

    Accepted: --

    Published Online: Oct. 19, 2022

    The Author Email: LI Ping (553975043@qq.com)

    DOI:10.3969/j.issn.1005-5630.2022.004.001

    Topics