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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    References(21)

    [1] Lubana E S, Dick R P. Digital foveation: an energy-aware machine vision framework[J]. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 37, 2371-2380(2018).

    [2] Ranft B, Stiller C. The role of machine vision for intelligent vehicles[J]. IEEE Transactions on Intelligent Vehicles, 1, 8-19(2016).

    [3] Liu Y, Sun P, Namiki A. Target tracking of moving and rotating object by high-speed monocular active vision[J]. IEEE Sensors Journal, 20, 6727-6744(2020).

    [4] Wang S B, Xu Y, Zheng Y H et al. Tracking a golf ball with high-speed stereo vision system[J]. IEEE Transactions on Instrumentation and Measurement, 68, 2742-2754(2019).

    [5] Gao J, Wang Y Z, Nie K M et al. The analysis and suppressing of non-uniformity in a high-speed spike-based image sensor[J]. Sensors, 18, 4232(2018).

    [6] Dong S W, Zhu L, Xu D Y et al. An efficient coding method for spike camera using inter-spike intervals[C], 568(2019).

    [7] Sun J. A fast MEANSHIFT algorithm-based target tracking system[J]. Sensors, 12, 8218-8235(2012).

    [8] Yao H H. A Survey for target tracking on Meanshift algorithms[C], 476-479(2021).

    [9] Zhang C, Zhang Y F, Gao X P et al. An improved meanshift tracking algorithm using adaptive quantization step in color space[C], 55-59(2019).

    [10] Mehmood R, Nawaz R, Rao N I. Occlusion handling in meanshift tracking using adaptive window Normalized Cross Correlation[C], 126-129(2014).

    [11] Gui Q A, Xia Y J. Kalman filter algorithm for sports video moving target tracking[C], 26-30(2020).

    [12] Sarala B V, Swathi B V, Rani A S N et al. Object tracking using block motion estimation with adaptive Kalman estimates[C], 751-754(2017).

    [13] Li H M, Huang L, Zhang R Q et al. Object Tracking in Video Sequence based on Kalman filter[C], 106-110(2020).

    [14] Duan Q C, Zhou Q, Duan P. A robust and real-time algorithm for human face tracking using improved particle filtering[C], 2421-2425(2009).

    [15] Gao B K, Li W C, Wang S. An improved Particle filter tracking algorithm[C], 2581-2584(2010).

    [16] Liu H, Li C G, An J B et al. Multiple object tracking based on kernelized correlation filter[J]. Laser & Optoelectronics Progress, 56, 121501(2019).

    [17] Wang K, Gao Y, Wu M et al. An moving target tracking method based on improved ViBe algorithm and Meanshift[J]. Science Technology and Engineering, 20, 8663-8670(2020).

    [18] Xu J T, Yang Z, Gao Z Y et al. A method of biomimetic visual perception and image reconstruction based on pulse sequence of events[J]. IEEE Sensors Journal, 19, 1008-1018(2019).

    [19] Xu J T, Xu L, Gao Z Y et al. A denoising method based on pulse interval compensation for high-speed spike-based image sensor[J]. IEEE Transactions on Circuits and Systems for Video Technology, 31, 2966-2980(2021).

    [20] Xu J T, Zhang P W, Yang Z et al. Image lag elimination algorithm for pulse-sequence-based high-speed image sensor[J]. IEEE Access, 7, 159575-159583(2019).

    [21] Zhao J, Xiong R Q, Huang T J. High-speed motion scene reconstruction for spike camera via motion aligned filtering[C](2020).

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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: Xu Jiangtao (xujiangtao@tju.edu.cn)

    DOI:10.3788/LOP213286

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