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GPU Video Stream Magnification as a Tool for Touchless Object Vibration Measurement

  • Dawid Sobel
  • Karol JędrasiakEmail author
  • Aleksander Nawrat
Chapter
Part of the Studies in Computational Intelligence book series (SCI, volume 769)

Abstract

Video stream magnification allows people to see otherwise not visible subtle changes in surrounding world. In the article we present a method for GPU-based touchless object vibration measurement using IR video camera in order to process video stream in real time. We compare acquired results by the proposed method with the results from accelerometers. The conducted experiments confirmed that the results obtained using the Video Magnification technique are not only visual effects, but also allow measurement of object vibration. The results of the proposed touchless vibration measurement approach are similar to classic accelerometer-based solutions, which we consider to be a promising starting point for further research with goal of vibration measurements for unmanned aerial vehicles (UAVs) as additional source of information for control algorithms.

Keywords

Computer vision Video magnification GPU Vibration measurement 

Notes

Acknowledgements

This work has been supported by National Centre for Research and Development as a project ID: DOB-BIO7/13/05/2015, WIMA—virtual mast as a platform for surveillance sensors for the Border Guard.

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Copyright information

© Springer International Publishing AG 2018

Authors and Affiliations

  • Dawid Sobel
    • 1
  • Karol Jędrasiak
    • 1
    Email author
  • Aleksander Nawrat
    • 1
  1. 1.Institute of Automatic ControlSilesian University of TechnologyGliwicePoland

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