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

  • Silesian University of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

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 apromising starting point for further research with goal of vibration measurements for unmanned aerial vehicles (UAVs) as additional source of information for control algorithms.

Original languageEnglish
Title of host publicationModern Approaches for Intelligent Information and Database Systems, 2018
EditorsAndrzej Sieminski, Adrianna Kozierkiewicz, Manuel Nunez, Quang Thuy Ha
PublisherSpringer Verlag
Pages377-386
Number of pages10
ISBN (Print)9783319760803
DOIs
Publication statusPublished - 2018
Event10th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2018 - Dong Hoi City, Viet Nam
Duration: 19 Mar 201821 Mar 2018

Publication series

NameStudies in Computational Intelligence
Volume769
ISSN (Print)1860-949X

Conference

Conference10th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2018
Country/TerritoryViet Nam
CityDong Hoi City
Period19/03/1821/03/18

Keywords

  • Computer vision
  • GPU
  • Vibration measurement
  • Video magnification

ASJC Scopus subject areas

  • Artificial Intelligence

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