Laboratory for Dynamics of Machines and Structures 
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

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Več raziskav na temo: optical methods,
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.
See also the tutorial with source code at github:
[IMAC2019: A hands-on tutorial on image-based identification of structural dynamics]


Jaka Javh, dr.



Janko Slavič, dr.

  Ladisk, Fakulteta za strojništvo, Univerza v Ljubljani
  +386 1 4771 226
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Miha Boltežar, dr.

  Ladisk, Fakulteta za strojništvo, Univerza v Ljubljani
  +386 1 4771 608
Scholar Home Xs