Laser & Optoelectronics Progress, Volume. 60, Issue 6, 0628008(2023)

Pulse Image Sensor-Based High-Precision and High-Speed Target Tracking

Shuo Sun1,2, Jiangtao Xu1,2、*, and Zhiyuan Gao1,2
Author Affiliations
  • 1School of Microelectronics, Tianjin University, Tianjin 300072, China
  • 2Tianjin Key Laboratory of Imaging and Perception Microelectronics Technology, Tianjin 300072, China
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    Figures & Tables(22)
    Imaging system of pulse image sensor
    Pixel model of pulse image sensor
    Working principle of pulse image sensor pixel
    Output data type of pulse image sensor
    Conversion from pulse data to pulse interval
    Pulse signal distribution of turntable in fixed time
    Motion detection of high-speed turntable at a rotation speed of 500 r/min. (a) High-speed turntable shooting scene; (b) Vibe detection algorithm before improvement; (c) Vibe detection algorithm after improvement
    Motion detection of high-speed table tennis. (a) High-speed table tennis shooting scene; (b) Vibe detection algorithm before improvement; (c) Vibe detection algorithm after improvement
    Selection of tracking target
    Selection of candidate targets
    Reconstruction and tracking of high-speed turntable patterns
    Overall flow of target tracking method
    Scene 1: reconstruction and tracking of high-speed ball. (a) High-speed ball shooting scene; (b) 280th frame; (c) 550th frame; (d) 660th frame; (e) 900th frame
    Comparison of tracking stability of three algorithms on high-speed ball
    Scene 2: reconstruction and tracking of ejected ball at a speed of 40 m/s. (a) Ejected ball shooting scene; (b) 221st frame; (c) 397th frame; (d) 533rd frame; (e) 756th frame
    Comparison of tracking stability of three algorithms on ejected ball
    Scene 3: reconstruction and tracking of pattern on high-speed turntable at a rotation speed of 2000 r/min. (a) High-speed turntable shooting scene; (b) 70th frame; (c) 145th frame; (d) 217th frame; (e) 340th frame
    Comparison of tracking stability of three algorithms on pattern of high-speed turntable
    • Table 1. Comparison of tracking errors of three algorithms on high-speed ball

      View table

      Table 1. Comparison of tracking errors of three algorithms on high-speed ball

      Frame numberTarget center locationError /pixel
      Real locationMSRerference[17Proposed algorithmMSRerference[17Proposed algorithm
      280(150,137)(149,138)(149,134)(150,138)1.41423.16231.0000
      550(145,145)(146,138)(145,140)(145,146)7.07115.00001.0000
      660(144,150)(144,139)(143,144)(143,148)11.00006.08282.2361
      900(140,155)(139,144)(139,150)(140,155)11.04545.09900.0000
    • Table 2. Comparison of tracking errors of three algorithms on ejected ball

      View table

      Table 2. Comparison of tracking errors of three algorithms on ejected ball

      Frame numberTarget center locationError /pixel
      Real locationMSRerference[17Proposed algorithmMSRerference[17Proposed algorithm
      221(250,123)(247,125)(245,125)(251,126)3.60565.38513.1623
      397(224,140)(238,138)(228,141)(226,142)14.14214.12312.8284
      533(201,161)(211,155)(209,159)(204,165)11.66198.24625.0000
      756(171,191)(182,196)(178,196)(172,194)12.08308.60233.1623
    • Table 3. Comparison of tracking errors of three algorithms on pattern of high-speed turntable

      View table

      Table 3. Comparison of tracking errors of three algorithms on pattern of high-speed turntable

      Frame numberTarget center locationError /pixel
      Real locationMSRerference[17Proposed algorithmMSRerference[17Proposed algorithm
      70(159,80)(160,82)(162,82)(160,85)2.23613.60565.0990
      145(150,101)(154,87)(146,96)(148,102)14.56026.40312.2361
      217(150,122)(149,109)(146,115)(150,120)13.03848.06232.0000
      340(167,154)(170,128)(169,138)(171,152)26.172516.12454.4721
    • Table 4. Comparison of location standard deviations in three scenes

      View table

      Table 4. Comparison of location standard deviations in three scenes

      SceneIndexMSRerference[17Proposed algorithm
      Scene 1LSTD7.98975.19992.0393
      Scene 2LSTD12.07907.67813.7454
      Scene 3LSTD14.45918.35543.5654
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    Shuo Sun, Jiangtao Xu, Zhiyuan Gao. Pulse Image Sensor-Based High-Precision and High-Speed Target Tracking[J]. Laser & Optoelectronics Progress, 2023, 60(6): 0628008

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    Paper Information

    Category: Remote Sensing and Sensors

    Received: Dec. 20, 2021

    Accepted: Jan. 17, 2022

    Published Online: Mar. 16, 2023

    The Author Email: Jiangtao Xu (xujiangtao@tju.edu.cn)

    DOI:10.3788/LOP213286

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