Optical flow tracking method for vibration identification of out-of-plane vision

被引:6
|
作者
Yu, Qibing [1 ]
Yin, Aijun [2 ]
Zhang, Quan [2 ]
Ma, Shiyang [3 ]
机构
[1] Chongqing Technol & Business Univ, Res Ctr Syst Hlth Maintenance, Chongqing 400067, Peoples R China
[2] Chongqing Univ, Coll Mech Engn, State Key Lab Mech Transmiss, Chongqing 400044, Peoples R China
[3] Qinghai Univ, Sch Mech Engn, Xining 810016, Peoples R China
基金
中国国家自然科学基金;
关键词
optical flow; visual measurement; out-of-plane vision; vibration identification; SEGMENTATION;
D O I
10.21595/jve.2017.17771
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Vibration measurement based on computer vision has been extensively studied and considered as a wide-range, non-contact measurement method. In this paper, the principle of vibration measurement using out-of-plane vision has been investigated under conventional imaging condition. A measurement model for out-of-plane vision has also been demonstrated. Combined the out-of-plane vision measurement model with the optical flow motion estimation principle, a novel model of optical flow tracking method for vibration detection based on out-of-plane vision has been proposed. It enables the identification of vibration parameters without image feature extraction. Visual vibration detection experiment has been conducted with a cantilever beam and a motor cover. Experimental results have been rigorously compared with finite element simulation to verify the efficacy of the proposed method. It shows that this method can effectively identify vibration parameters of the structure without image feature extraction.
引用
收藏
页码:2363 / 2374
页数:12
相关论文
共 23 条
  • [21] A New Flow Pattern Identification Method for Gas-Liquid Two-Phase Flow in Small Channel Based on an Improved Optical Flow Algorithm
    Lv, Jinqiu
    Ji, Haifeng
    Jiang, Yandan
    Wang, Baoliang
    IEEE SENSORS JOURNAL, 2023, 23 (22) : 27634 - 27644
  • [22] THE APPLICATION OF PYRAMID LUCAS-KANADE OPTICAL FLOW METHOD FOR TRACKING RAIN MOTION USING HIGH-RESOLUTION RADAR IMAGES
    Hambali, Roby
    Legono, Djoko
    Jayadi, Rachmad
    JURNAL TEKNOLOGI-SCIENCES & ENGINEERING, 2021, 83 (01): : 105 - 115
  • [23] High-Speed Robust Dynamic Positioning and Tracking Method Based on Visual Visible Light Communication Using Optical Flow Detection and Bayesian Forecast
    Guan, Weipeng
    Chen, Xin
    Huang, Mouxiao
    Liu, Zixuan
    Wu, Yuxiang
    Chen, Yingcong
    IEEE PHOTONICS JOURNAL, 2018, 10 (03):