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Journal of Infrared and Millimeter Waves, Volume. 42, Issue 2, 276(2023)

Head motion detection based on low resolution infrared array sensor

Liang-Qin CHEN1, Ming-Xuan ZENG1, Zhi-Meng XU1、*, and Zhi-Zhang CHEN1,2
Author Affiliations
  • 1College of Physics and Information Engineering, Fuzhou University, Fuzhou 350108, China
  • 2Department of Electrical and Computer Engineering, Dalhousie University, Halifax, NS B3J 1Z1, Canada
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    [7] M Ito, M Fukumi, K Sato. Analysis of safety verification behavior and classification of driver’s head posture, 884-889(2013).

    [8] H Han, H Jang, W Y Sang. Driver head posture monitoring using MEMS magnetometer and neural network for long-distance driving fatigue analysis, 1-4(2019).

    [9] M F Ruzaij, S Neubert, N Stoll et al. Auto calibrated head orientation controller for robotic-wheelchair using MEMS sensors and embedded technologies, 1-6(2016).

    [10] C W Wu, H Z Yang, Y A Chen et al. Applying machine learning to head gesture recognition using wearables, 436-440(2017).

    [11] G Pangestu, F Utaminingrum, F Bachtiar. Eye state recognition using multiple methods for applied to control smart wheelchair. International Journal of Intelligent Engineering and Systems, 12, 232-241(2019).

    [12] Y Ugurlu. Head posture detection using skin and hair information, 1-4(2012).

    [13] S P Li, Z F Wang, J Wang. Study of face orientation recognition based on neural network. International journal of pattern recognition and artificial intelligence, 32, 1856015.1(2018).

    [14] S Tateno, Y Zhu, F Meng. Hand gesture recognition system for in-car device control based on infrared array sensor, 701-706(2019).

    [15] D N Qu, B Yang, N H Gu. Indoor multiple human targets localization and tracking using thermopile sensor. Infrared Physics & Technology, 97, 349-359(2019).

    [16] Z J Chen, Y Wang. Remote recognition of in-bed postures using a thermopile array sensor with machine learning. IEEE Sensors Journal, 21, 10428-10436(2021).

    [17] Zhao-Jun WANG, Zhi-Meng XU, Liang-Qin CHEN. Research on human behaviour recognition system based on infrared array sensors. Infrared technology, 42, 7(2020).

    [18] Z J Chen, Y Wang, H W Liu. Unobtrusive sensor-based occupancy facing direction detection and tracking using advanced machine learning algorithm. IEEE Sensors Journal, 18, 6360-6368(2018).

    [19] K M He, X Y Zhang, SQ Ren et al. Deep residual learning for image recognition, 770-778(2016).

    [20] S Woo, J Park, J Y Lee et al. CBAM: Convolutional block attention module, 3-19(2018).

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    Liang-Qin CHEN, Ming-Xuan ZENG, Zhi-Meng XU, Zhi-Zhang CHEN. Head motion detection based on low resolution infrared array sensor[J]. Journal of Infrared and Millimeter Waves, 2023, 42(2): 276

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    Paper Information

    Category: Research Articles

    Received: Jul. 17, 2022

    Accepted: --

    Published Online: Jul. 19, 2023

    The Author Email: XU Zhi-Meng (zhmxu@fzu.edu.cn)

    DOI:10.11972/j.issn.1001-9014.2023.02.019

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology