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

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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Bibliographische Detailangaben
Hauptverfasser: Shcherbakov, V. V., Garganeev, A. G., Shakirov, I. V.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Computer vision
Image motion analysis
image stabilization
Optical filters
Optical imaging
the Lucas-Kanade method
wavelet transform
Wavelet transforms
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Beschreibung
Zusammenfassung: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.
ISSN:1815-3712
DOI:10.1109/EDM.2012.6310238