DocumentCode :
1248588
Title :
A new block-matching algorithm based on an adaptive search area adjustment using spatio-temporal correlation
Author :
Oh, Hwang-Seok ; Lee, Choong-Hoon ; Lee, Heung-Kyu ; Jeon, Joon-Hyeon
Author_Institution :
Virtual Reality Res. & Dev. Center, Electron. & Telecommun. Res. Inst., Taejon, South Korea
Volume :
45
Issue :
3
fYear :
1999
fDate :
8/1/1999 12:00:00 AM
Firstpage :
745
Lastpage :
752
Abstract :
The motion estimation and compensation technique is widely used for video coding applications but the real-time motion estimation is not easy due to its enormous computations. In this paper, a new adaptive reduction of search area for the block-matching algorithm is presented to reduce the computational complexity of the full search block-matching algorithm for low bit-rate video coding. The proposed method exploits the correlation of successive video frames and adjusts the size of search area depending on the displaced block difference and the block classification information of the block in the previous frame. Simulation results show that the proposed algorithm has similar mean square error performance to the full search block-matching algorithm but only requires less a half computational complexity than the full search algorithm
Keywords :
adaptive signal processing; computational complexity; correlation methods; image classification; image matching; image sequences; mean square error methods; motion compensation; motion estimation; search problems; video coding; adaptive search area adjustment; block classification information; block-matching algorithm; computational complexity; displaced block difference; full search algorithm; low bit-rate video coding; mean square error performance; motion compensation; real-time motion estimation; simulation results; spatio-temporal correlation; video frames correlation; Business communication; Computational complexity; Computer science; Electronic mail; Motion estimation; Research and development; Technology planning; Video coding; Virtual reality; Web and internet services;
fLanguage :
English
Journal_Title :
Consumer Electronics, IEEE Transactions on
Publisher :
ieee
ISSN :
0098-3063
Type :
jour
DOI :
10.1109/30.793587
Filename :
793587
Link To Document :
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