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
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;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2004.833500