DocumentCode :
1366416
Title :
A fast algorithm for DCT-domain inverse motion compensation based on shared information in a macroblock
Author :
Song, Junehwa ; Yeo, Boon-Lock
Author_Institution :
IBM Thomas J. Watson Res. Center, Yorktown Heights, NY, USA
Volume :
10
Issue :
5
fYear :
2000
fDate :
8/1/2000 12:00:00 AM
Firstpage :
767
Lastpage :
775
Abstract :
The ability to construct intracoded frame from motion-compensated intercoded frames directly in the compressed domain is important for efficient video manipulation and composition. In the context of motion-compensated discrete cosine transform (DCT)-based coding of video as in MPEG video, this problem of DCT-domain inverse motion compensation has been studied and, subsequently, improved faster algorithms were proposed. These schemes, however, treat each 8×8 block as a fundamental unit, and do not take into account the fact that in MPEG, a macroblock consists of several such blocks. We show how shared information within a macroblock, such as a motion vector and common blocks, can be exploited to yield substantial speedup in computation. Compared to previous brute-force approaches, our algorithms yield about 44% improvement. Our technique is independent of the underlying computational or processor model, and thus can be implemented on top of any optimized solution. We demonstrate an improvement by about 19%, and 13.5% in the worst case, on top of the optimized solutions presented in existing literature
Keywords :
code standards; data compression; discrete cosine transforms; inverse problems; motion compensation; optimisation; telecommunication standards; transform coding; video coding; DCT matrix factorization; DCT-based coding; DCT-domain inverse motion compensation; MPEG video; brute-force approaches; common blocks; compressed domain; computation speedup; discrete cosine transform; fast algorithm; macroblock; motion vector; motion-compensated intercoded frames; optimized solution; shared information; video coding; video composition; video manipulation; Computational efficiency; Computational modeling; Delay; Discrete cosine transforms; Image converters; Motion compensation; Streaming media; Transform coding; Video compression; Video sharing;
fLanguage :
English
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on
Publisher :
ieee
ISSN :
1051-8215
Type :
jour
DOI :
10.1109/76.856453
Filename :
856453
Link To Document :
بازگشت