Title :
A Fast Macroblock Mode Decision Algorithm for MVC Based on SVM
Author :
Huan Dou ; Zhipin Deng ; Kebin Jia
Author_Institution :
Dept. of Electron. Inf. & Control Eng., Beijing Univ. of Technol., Beijing, China
Abstract :
This paper presents a fast macroblock mode decision algorithm based on Supporting Vector Machine (SVM) for MVC on the JMVC platform. The corresponding coded information of the reference view is used to design a three-stage SVM classifier for the proposed mode decision algorithm. Experimental results indicate that the proposed algorithm can save remarkable encoding time while maintaining nearly the same visual quality of the original sequences.
Keywords :
image classification; image sequences; support vector machines; video coding; H.264/AVC; JMVC platform; coded information; encoding time; macroblock mode decision algorithm; multiview video coding; supporting vector machine; three-stage SVM classifier; video sequence; visual quality; Algorithm design and analysis; Classification algorithms; Encoding; Signal processing algorithms; Support vector machine classification; Video coding; H.264/AVC; Mode decision; Multiview Video Coding (MVC); Supporting Vector Machine (SVM);
Conference_Titel :
Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP), 2012 Eighth International Conference on
Conference_Location :
Piraeus
Print_ISBN :
978-1-4673-1741-2
DOI :
10.1109/IIH-MSP.2012.100
