DocumentCode
2646849
Title
Adaptive Motion Estimation Block Matching Algorithms for Video Coding
Author
Ghoniem, Mohamed ; Haggag, Ayman ; Li, Yuzhen ; Lu, Jianming ; Yahagi, Takashi
Author_Institution
Dept. of Inf. & Image Sci., Chiba Univ.
fYear
2006
fDate
12-15 Dec. 2006
Firstpage
427
Lastpage
430
Abstract
In most block-based video coding systems, the fast block matching algorithms (BMAs) use the origin as the initial search center, which may not track the motion very well. To improve the accuracy of the fast BMAs, a new adaptive motion tracking search algorithm is proposed in this paper. Based on the spatial correlation of motion blocks, a predicted starting search point, which reflects the motion trend of the current block, is adaptively chosen. It does not have the problem of being trapped by local minimum, and is characterized by finding the majority motion vector in one step. When compared with six other block-based search algorithms including the full-search and three-step-search, the new algorithm has an average PSNR very close to that of full search, yet an average search time faster than the three step-search
Keywords
image matching; motion estimation; tracking; video coding; adaptive motion estimation block matching algorithms; adaptive motion tracking search algorithm; block-based video coding systems; starting search point prediction; Adaptive signal processing; Decision support systems; Electronic mail; Motion estimation; PSNR; Signal processing algorithms; Tracking; Video coding; Video sequences; Video signal processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Signal Processing and Communications, 2006. ISPACS '06. International Symposium on
Conference_Location
Yonago
Print_ISBN
0-7803-9732-0
Electronic_ISBN
0-7803-9733-9
Type
conf
DOI
10.1109/ISPACS.2006.364690
Filename
4212308
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