Robust vision-based measurement of structural vibration under highly perturbed ego motion by Lucas-Kanade-based camera motion compensation

被引:0
|
作者
Chen, Zhengguang [1 ]
Liu, Jike [1 ]
Lu, Zhong-Rong [1 ]
Wang, Li [1 ]
机构
[1] Sun Yat Sen Univ, Sch Aeronaut & Astronaut, Shenzhen Campus, Shenzhen 518107, Peoples R China
基金
中国国家自然科学基金;
关键词
vision-based measurement; highly perturbed ego motion; Lucas-Kanade framework; camera motion compensation; accuracy; DIGITAL IMAGE CORRELATION; BRIDGE DEFLECTION; DYNAMIC-RESPONSE; DISPLACEMENT; VIBROMETER; SENSORS; CABLE;
D O I
10.1088/1361-6501/adad91
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Non-contact measurement of structural vibrations from video camera has been an emerging method for vibration test and structural health monitoring. However, its accuracy is very sensitive to camera's ego motion, which may be induced by environmental winds, ground motion or unmanned-aerial-vehicle perturbation. In case of highly perturbed ego motion, the observed structural vibration from video is contaminated and even dominated by camera's rigid body motion. Thus, to mitigate the effects of camera's ego motion on vision-based measurement, a camera motion compensation method is proposed within the Lucas-Kanade framework. The realization of the proposed approach is mainly two-fold. At first, the camera's rigid body motion, possibly being large, is estimated with the help of the projection transformation of a reference template. Next, the structural vibration is recovered in conjunction with the estimated camera's ego motion. Numerical simulations and real-world experiment are conducted to verify the efficiency and accuracy of the proposed method for vibration measurement under highly perturbed camera ego motion.
引用
收藏
页数:20
相关论文
共 50 条
  • [1] Pyramidal Lucas-Kanade-Based Noncontact Breath Motion Detection
    Tran, Quoc-Viet
    Su, Shun-Feng
    Nguyen, Van-Truong
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 50 (07): : 2659 - 2670
  • [2] Reference-free ego-motion compensation for vision-based measurement of structural deformations of miter gates
    Wang, Shuo
    Fillmore, Travis
    Lee, Junhwa
    Eick, Brian A.
    Spencer Jr, Billie F.
    STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL, 2024,
  • [3] Lucas-Kanade Optical Flow Based Camera Motion Estimation Approach
    Meng, Zelin
    Kong, Xiangbo
    Meng, Lin
    Tomiyama, Hiroyuki
    2019 INTERNATIONAL SOC DESIGN CONFERENCE (ISOCC), 2019, : 77 - 78
  • [4] Vision-based vibration measurement by sensing motion of spider silk
    Liu, Zhen
    He, Qingbo
    Peng, Zhike
    PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE ON THROUGH-LIFE ENGINEERING SERVICES (TESCONF 2019), 2020, 49 : 126 - 131
  • [5] Vision-based camera motion recovery for augmented reality
    Lourakis, MIA
    Argyros, AA
    COMPUTER GRAPHICS INTERNATIONAL, PROCEEDINGS, 2004, : 569 - 576
  • [6] Vision-based automatic structural motion estimation in presence of 3D camera motion effects
    Cai, Enjian
    Zhang, Yi
    Lu, Xinzheng
    Ji, Xiaodong
    Hou, Jiale
    Li, Peipei
    Guo, Wei
    AUTOMATION IN CONSTRUCTION, 2024, 159
  • [7] Stereo vision-based detection of moving objects under strong camera motion
    Badino, Hernan
    Franke, Uwe
    Rabe, Clemens
    Gehrig, Stefan
    VISAPP 2006: PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON COMPUTER VISION THEORY AND APPLICATIONS, VOL 2, 2006, : 253 - +
  • [8] Vision-based measurement for rotational speed by improving Lucas-Kanade template tracking algorithm
    Guo, Jie
    Zhu, Chang'An
    Lu, Siliang
    Zhang, Dashan
    Zhang, Chunyu
    APPLIED OPTICS, 2016, 55 (25) : 7186 - 7194
  • [9] Time-Varying Motion Filtering for Vision-Based Nonstationary Vibration Measurement
    Liu, Zhen
    He, Qingbo
    Chen, Shiqian
    Peng, Zhike
    Zhang, Wenming
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2020, 69 (06) : 3907 - 3916
  • [10] Displacement measurement and nonlinear structural system identification: A vision-based approach with camera motion correction using planar structures
    Jiao, Jian
    Guo, Jia
    Fujita, Kohei
    Takewaki, Izuru
    STRUCTURAL CONTROL & HEALTH MONITORING, 2021, 28 (08):