Improving the attenuation of moving interfering objects in videos using shifted-velocity filtering
Edussooriya, Chamira U. S.; Marasinghe, Dileepa; Wijenayake, Chamith; Bruton, Len T.; Agathoklis, Panajotis (2021-04-27)
C. U. S. Edussooriya, D. Marasinghe, C. Wijenayake, L. T. Bruton and P. Agathoklis, "Improving the Attenuation of Moving Interfering Objects in Videos Using Shifted-Velocity Filtering," 2021 IEEE International Symposium on Circuits and Systems (ISCAS), 2021, pp. 1-5, doi: 10.1109/ISCAS51556.2021.9401316
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https://urn.fi/URN:NBN:fi-fe2021102151931
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Abstract
Three-dimensional space-time velocity filters may be used to enhance dynamic passband objects of interest in videos while attenuating moving interfering objects based on their velocities. In this paper, we show that the attenuation of interfering stopband objects may be significantly improved using recently proposed shifted-velocity filters. It is shown that an improvement of approximately 20 dB in signal-to-interference ratio may be achieved for stopband to passband velocity differences of only 1 pixels/frame. More importantly, this improvement is achieved without increasing the computational complexity.
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