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
fDate :
3/1/2006 12:00:00 AM
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;
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on
DOI :
10.1109/TCSVT.2006.869971