Title :
Vision-Based Displacement Sensor for Monitoring Dynamic Response Using Robust Object Search Algorithm
Author :
Fukuda, Yukikatsu ; Feng, Maria Q. ; Narita, Y. ; Kaneko, Shin ; Tanaka, T.
Author_Institution :
Dept. of Civil Eng. & Eng. Mech., Columbia Univ., New York, NY, USA
Abstract :
This paper develops a vision-based displacement measurement system for remote monitoring of vibration of large-size structures such as bridges and buildings. The system consists of one or multiple video cameras and a notebook computer. With a telescopic lens, the camera placed at a stationary point away from a structure captures images of an object on the structure. The structural displacement is computed in real time through processing the captured images. A robust object search algorithm developed in this paper enables accurate measurement of the displacement by tracking existing features on the structure without requiring a conventional target panel to be installed on the structure. A sub-pixel technique is also proposed to further reduce measurement errors cost-effectively. The efficacy of the vision system in remote measurement of dynamic displacements was demonstrated through a shaking table test and a field experiment on a long-span bridge.
Keywords :
automatic optical inspection; bridges (structures); computer vision; computerised monitoring; condition monitoring; displacement measurement; dynamic response; feature extraction; image sensors; lenses; measurement errors; measurement systems; search problems; vibration measurement; video cameras; bridge; dynamic response monitoring; feature tracking; measurement error; notebook computer; remote monitoring; robust object search algorithm; structure vibration monitoring; subpixel technique; telescopic lens; video camera; vision-based displacement measurement system; vision-based displacement sensor; Cameras; Computers; Displacement measurement; Frequency measurement; History; Seismic measurements; Time measurement; Image processing; remote monitoring; structure health monitoring; template matching;
Journal_Title :
Sensors Journal, IEEE
DOI :
10.1109/JSEN.2013.2273309