The Subpixel Resolution of Optical-Flow-Based Modal Analysis
J. Javh, J. Slavič and M. Boltežar
Mechanical Systems and Signal Processing, Vol. 88, p. 89–99, May 2017

download pdf   video   link to publisher
Abstract
This research looks at the possibilities for full-field, non-contact, displacement measurements based on high-speed video analyses. A simplified gradient-based optical flow method, optimised for subpixel harmonic displacements, is used to predict the resolution potential. The simplification assumes an image-gradient linearity, producing a linear relation between the light intensity and the displacement in the direction of the intensity gradient. The simplicity of the method enables each pixel or small subset to be viewed as a sensor. The resolution potential and the effect of noise are explored theoretically and tested in a synthetic experiment, which is followed by a real experiment. The identified displacement can be smaller than a thousandth of a pixel and subpixel displacements are recognisable, even with a high image noise. The resolution and the signal-to-noise ratio are influenced by the dynamic range of the camera, the subset size and the sampling length. Real-world experiments were performed to validate and demonstrate the method using a monochrome high-speed camera. One-dimensional mode shapes of a steel beam are recognisable even at the maximum displacement amplitude of 0.0008~pixel (equal to 0.2um) and multiple out-of-plane mode shapes are recognisable from the high-speed video of a vibrating cymbal.
Authors
Young researcher

Jaka Javh, PhD Student

  Ladisk, Faculty of Mechanical Engineering, University of Ljubljana
  jaka.javh@fs.uni-lj.si
  +386 1 4771 228
    
Associate Professor

Janko Slavič, PhD

  Ladisk, Faculty of Mechanical Engineering, University of Ljubljana
  janko.slavic@fs.uni-lj.si
  +386 1 4771 226
jankoslavic     jankoslavic
Scholar Home Xs
Professor

Miha Boltežar, PhD

  Ladisk, Faculty of Mechanical Engineering, University of Ljubljana
  miha.boltezar@fs.uni-lj.si
  +386 1 4771 608
    
Scholar Home Xs