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IMAGE PROCESSING, PATTERN RECOGNITION
Amplification of low-amplitude object vibrations in videoframes
A. V. Zemskova, A. M. Gareevb, D. P. Novikova a Mordovia Ogarev State University
b Samara State Aerospace University
Abstract:
The paper proposes a variant of implementation of a filter for the amplification of the low-amplitude object vibrations in the video stream, describing the stages of the filter design. For this purpose, we conduct a mathematical analysis of the nature of vibrations and more complex movements of objects in the frames. The performance of the filter for movement amplification is tested, showing the feasibility of the non-contact determination of human respiration rate.
Keywords:
digital image filtering, spatial and temporal filtering, amplification of invisible vibrations in the frame, the Gabor filter, detection of low intensity useful signals in the video stream.
Received: 16.06.2015 Revised: 04.08.2015
Citation:
A. V. Zemskov, A. M. Gareev, D. P. Novikov, “Amplification of low-amplitude object vibrations in videoframes”, Computer Optics, 39:4 (2015), 606–613
Linking options:
https://www.mathnet.ru/eng/co23 https://www.mathnet.ru/eng/co/v39/i4/p606
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Abstract page: | 171 | Full-text PDF : | 92 | References: | 30 |
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