Title :
A Fully Scalable Motion Model for Scalable Video Coding
Author :
Kao, Meng-Ping ; Nguyen, Truong
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of California San Diego, La Jolla, CA
fDate :
6/1/2008 12:00:00 AM
Abstract :
Motion information scalability is an important requirement for a fully scalable video codec, especially for decoding scenarios of low bit rate or small image size. So far, several scalable coding techniques on motion information have been proposed, including progressive motion vector precision coding and motion vector field layered coding. However, it is still vague on the required functionalities of motion scalability and how it collaborates flawlessly with other scalabilities, such as spatial, temporal, and quality, in a scalable video codec. In this paper, we first define the functionalities required for motion scalability. Based on these requirements, a fully scalable motion model is proposed along with tailored encoding techniques to minimize the coding overhead of scalability. Moreover, the associated rate distortion optimized motion estimation algorithm will be provided to achieve better efficiency throughout various decoding scenarios. Simulation results will be presented to verify the superiorities of proposed scalable motion model over nonscalable ones.
Keywords :
motion estimation; video coding; motion estimation algorithm; motion information scalability; motion vector field layered coding; progressive motion vector precision coding; scalable motion model; scalable video coding; Hierarchical variable size block matching (HVSBM); rate distortion optimization (RDO) motion estimation (ME); scalable motion; scalable video coding (SVC); Algorithms; Computer Simulation; Data Compression; Image Enhancement; Image Interpretation, Computer-Assisted; Models, Statistical; Motion; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted; Video Recording;
Journal_Title :
Image Processing, IEEE Transactions on
DOI :
10.1109/TIP.2008.921307