DocumentCode
1066841
Title
Fast block-based motion estimation using integral frames
Author
Nguyen, Viet Anh ; Tan, Yap-Peng
Author_Institution
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
Volume
11
Issue
9
fYear
2004
Firstpage
744
Lastpage
747
Abstract
Block-based motion estimation is widely used in video compression for exploitation of 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 two blocks under comparison. In this paper we propose a new BMA that measures the match by using the block sum of pixel values, a quantity that can be easily computed from an integral frame. Experimental results show that the proposed BMA can reduce notably the computational load and achieve compression performance very close to that of existing BMAs using conventional block-matching measures.
Keywords
data compression; motion estimation; video coding; fast block-based motion estimation; integral frames; search locations; video compression; video encoder; video temporal redundancy; Electron traps; Frequency selective surfaces; Hardware; High performance computing; Instruction sets; Motion estimation; Motion measurement; Transform coding; Velocity measurement; Video compression; Block-matching algorithm; block-based motion estimation; fast motion estimation; integral frames;
fLanguage
English
Journal_Title
Signal Processing Letters, IEEE
Publisher
ieee
ISSN
1070-9908
Type
jour
DOI
10.1109/LSP.2004.833500
Filename
1324716
Link To Document