• Journal of Infrared and Millimeter Waves
  • Vol. 41, Issue 5, 914 (2022)
Shao-Yi CHEN1,2,3,4, Xin-Yi TANG2,3,4, Jian WANG2,3,4, Jing-Si HUANG1,2,3,4, and Zheng LI2,3,4,*
Author Affiliations
  • 1School of Information Science and Technology,Shanghai Tech University,Shanghai 201210,China
  • 2Shanghai Institute of Technical Physics,Chinese Academy of Sciences,Shanghai 20083,China
  • 3University of Chinese Academy of Sciences,Beijing 100049,China
  • 4Key Laboratory of Infrared System Detection and Imaging Technology,Chinese Academy of Sciences,Shanghai 200083,China
  • show less
    DOI: 10.11972/j.issn.1001-9014.2022.05.016 Cite this Article
    Shao-Yi CHEN, Xin-Yi TANG, Jian WANG, Jing-Si HUANG, Zheng LI. An ultra-efficient streaming-based FPGA accelerator for infrared target detection[J]. Journal of Infrared and Millimeter Waves, 2022, 41(5): 914 Copy Citation Text show less
    References

    [1] A Nowosielski, K Małecki, P Forczmański et al. Embedded Night-Vision System for Pedestrian Detection. IEEE Sensors Journal, 20, 9293-9304(2020).

    [2] M F A Mushahar, N Zaini. 2021 11th IEEE International Conference on Control System. Computing and Engineering (ICCSCE), 222-227(2021).

    [3] A Akula, R Ghosh, S Kumar et al. WignerMSER: Pseudo-Wigner Distribution Enriched MSER Feature Detector for Object Recognition in Thermal Infrared Images. IEEE Sensors Journal, 19, 4221-4228(2019).

    [4] D Wu, J Wang, W Liu et al. 2017 First International Conference on Electronics Instrumentation & Information Systems (EIIS), 1-4(2017).

    [5] K Piniarski, P Pawłowski. 2017 Signal Processing: Algorithms. Architectures, Arrangements, and Applications (SPA), 160-165(2017).

    [6] H K Ragb, T H Aspiras, V K Asari. 2018 IEEE International Symposium on Technologies for Homeland Security (HST), 1-7(2018).

    [7] S Li, Y Li, Y Li et al. YOLO-FIRI: Improved YOLOv5 for Infrared Image Object Detection. IEEE Access, 9, 141861-141875(2021).

    [8] S Yun, S Kim. 2019 19th International Conference on Control. Automation and Systems (ICCAS), 94-96(2019).

    [9] A Narayanan, R D Kumar, R RoselinKiruba et al. 2021 Sixth International Conference on Wireless Communications. Signal Processing and Networking (WiSPNET), 431-434(2021).

    [10] J Huang, J Yang, S Nui et al. 2021 China Semiconductor Technology International Conference (CSTIC), 1-3(2021).

    [11] H J Kang. 2019 International Conference on Field-Programmable Technology (ICFPT), 419-422(2019).

    [12] Y Li, S Lu, J Luo et al. 2019 IEEE 4th International Conference on Signal and Image Processing (ICSIP), 335-339(2019).

    [13] S Lee, D Kim, D Nguyen et al. Double MAC on a DSP: Boosting the Performance of Convolutional Neural Networks on FPGAs. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 38, 888-897(2019).

    [14] X Zhang, H Lu, C Hao et al. SkyNet: a hardware-efficient method for object detection and tracking on embedded systems. Proceedings of Machine Learning and Systems, 2, 216-229(2020).

    [15] A G Howard, M Zhu, B Chen et al. Mobilenets: Efficient convolutional neural networks for mobile vision applications(2017).

    Shao-Yi CHEN, Xin-Yi TANG, Jian WANG, Jing-Si HUANG, Zheng LI. An ultra-efficient streaming-based FPGA accelerator for infrared target detection[J]. Journal of Infrared and Millimeter Waves, 2022, 41(5): 914
    Download Citation