The stabilization algorithm based on the Lucas-Kanade method in wavelet spectrum

Basic video sequence stabilization algorithm has been considered. Anchor points search method and shift determining method which based on the wavelet trasform use in the Lucas-Kanade method have been proposed and investigated. It have been shown that use of the proposed approach improves noise immun...

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Hauptverfasser: Shcherbakov, V. V., Garganeev, A. G., Shakirov, I. V.
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creator Shcherbakov, V. V.
Garganeev, A. G.
Shakirov, I. V.
description Basic video sequence stabilization algorithm has been considered. Anchor points search method and shift determining method which based on the wavelet trasform use in the Lucas-Kanade method have been proposed and investigated. It have been shown that use of the proposed approach improves noise immunity of the whole stabilization algorithm.
doi_str_mv 10.1109/EDM.2012.6310238
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source IEEE Electronic Library (IEL) Conference Proceedings
subjects Computer vision
Image motion analysis
image stabilization
Optical filters
Optical imaging
the Lucas-Kanade method
wavelet transform
Wavelet transforms
title The stabilization algorithm based on the Lucas-Kanade method in wavelet spectrum
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