Title :
The stabilization algorithm based on the Lucas-Kanade method in wavelet spectrum
Author :
Shcherbakov, Victor V. ; Garganeev, Alexander G. ; Shakirov, Igor V.
Author_Institution :
Control Syst. & Radioelectron., Tomsk State Univ., Tomsk, Russia
Abstract :
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.
Keywords :
image sequences; search problems; stability; video signal processing; wavelet transforms; Lucas-Kanade method; anchor points search method; noise immunity; shift determining method; video sequence stabilization algorithm; wavelet spectrum; wavelet trasform; Computer vision; Image motion analysis; Optical filters; Optical imaging; Wavelet transforms; image stabilization; the Lucas-Kanade method; wavelet transform;
Conference_Titel :
Micro/Nanotechnologies and Electron Devices (EDM), 2012 IEEE 13th International Conference and Seminar of Young Specialists on
Conference_Location :
Erlagol, Altai
Print_ISBN :
978-1-4673-2517-2
DOI :
10.1109/EDM.2012.6310238
