Title :
Efficient motion compensation using multiple warped reference pictures based on feature tracking and segmentation
Author :
Park, Seung-Wook ; Park, Joon-Young ; Jeon, Byeong-Moon
Author_Institution :
LG Electron., Seoul, South Korea
Abstract :
In this paper we present an efficient motion compensation method using warped reference pictures reflecting dynamic local warping motions in the video sequences. To extract various local warping motions between two scenes, we integrate the Kanade-Lucas-Tomasi (KLT) feature tracking algorithm and feature segmentation scheme. After extracting warping motion parameters, we generate multiple warped reference pictures containing each warping motion, which are inserted to the original reference picture list as an additional reference pictures. Experimental results shows that bit rate reduction can be achieved up to 20% in some sequence having zooming motion and average 6% bit rate reduction is yielded through the whole test sequences.
Keywords :
feature extraction; image motion analysis; image segmentation; image sequences; motion compensation; Kanade-Lucas-Tomasi feature tracking algorithm; bit rate reduction; dynamic local warping motion reflection; feature segmentation scheme; feature tracking; motion compensation; multiple warped reference pictures; video segmentation; video sequences; warping motion parameter extraction; Automatic voltage control; Bit rate; Computer vision; Eigenvalues and eigenfunctions; Motion compensation; Motion estimation; Polynomials; Tracking; Video coding; Video sequences; Feature tracking; Motion compensation; Motion segmentation; Video coding; Warping;
Conference_Titel :
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-1-4244-5653-6
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2009.5413384