DocumentCode
2682939
Title
A Parallel Algorithm for Advanced Video Motion Estimation on Multicore Architectures
Author
Momcilovic, Svetislav ; Sousa, Leonel
Author_Institution
INESC-ID, IST TULisbon, Lisbon
fYear
2008
fDate
4-7 March 2008
Firstpage
831
Lastpage
836
Abstract
The new advanced video coding (AVC) standards further exploit temporal correlation between images on a sequence by considering multiple reference frames and variable block sizes. It improves the compression efficiency at the cost of a significant computational load increasing. Specialized hardware processors have been proposed to perform real time motion estimation on AVC, but the non-recurring engineering cost of these solutions is too high. This paper describes a parallel algorithm that exploits the capacity of the current multi-core processors to implement real time motion estimation for AVC. In particular, by using the computational capacity and the fast memory system of the heterogeneous multicore CELL processor, synergistic processors can be used to speedup motion estimation while the main processor execute in parallel the other parts of the AVC system. Experimental results show that motion estimation can be performed in less than 40 ms per frame, for CIF video format, up to 5 reference frames, and variable block size, by programming the proposed parallel algorithm to the CELL processor.
Keywords
image sequences; motion estimation; multiprocessing systems; parallel algorithms; video coding; advanced video coding standards; advanced video motion estimation; compression efficiency; computational load increasing; heterogeneous multicore CELL processor; image sequence; multicore architectures; multicore processors; multiple reference frames; parallel algorithm; real time motion estimation; synergistic processors; temporal correlation; variable block sizes; Automatic voltage control; Computer architecture; Costs; Hardware; Image coding; Motion estimation; Multicore processing; Parallel algorithms; Video coding; Video compression; Advanced Video Coding; CELL; Motion Estimation; Multicore Architectures;
fLanguage
English
Publisher
ieee
Conference_Titel
Complex, Intelligent and Software Intensive Systems, 2008. CISIS 2008. International Conference on
Conference_Location
Barcelona
Print_ISBN
978-0-7695-3109-0
Type
conf
DOI
10.1109/CISIS.2008.86
Filename
4606775
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