DocumentCode
871701
Title
Efficient block-matching motion estimation based on Integral frame attributes
Author
Nguyen, Viet-Anh ; Tan, Yap-Peng
Author_Institution
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
Volume
16
Issue
3
fYear
2006
fDate
3/1/2006 12:00:00 AM
Firstpage
375
Lastpage
385
Abstract
Block-based motion estimation is widely used in video compression for exploiting video temporal redundancy. Although effective, the process is arguably the most computationally intensive part of a typical video encoder. To speed up the process, a large number of fast block-matching algorithms (BMAs) have been proposed for motion estimation by limiting the number of search locations or simplifying the measure of match between the two blocks under comparison. In this paper we propose a new BMA that measures the match by using such features as block sum and block variance, which can be easily computed using integral frame attributes. Experimental results show that the proposed BMA can reduce the computational complexity notably and achieve compression performance very close to that of existing BMAs using conventional block-matching measures.
Keywords
block codes; data compression; image matching; motion estimation; video coding; block-matching motion estimation; integral frame attributes; video coding; video compression; Computational complexity; Hardware; High performance computing; Laboratories; Motion estimation; Motion measurement; Scholarships; Transform coding; Velocity measurement; Video compression; Block-based motion estimation; block matching; fast motion estimation; integral frame; video compression;
fLanguage
English
Journal_Title
Circuits and Systems for Video Technology, IEEE Transactions on
Publisher
ieee
ISSN
1051-8215
Type
jour
DOI
10.1109/TCSVT.2006.869971
Filename
1608165
Link To Document