Title :
Adaptive motion estimation algorithm using spatial and temporal correlation
Author :
Lim, Jong-Hyun ; Choi, Hae-Wook
Author_Institution :
Sch. of Eng., Inf. & Commun. Univ., Daejeon, South Korea
fDate :
6/23/1905 12:00:00 AM
Abstract :
Block motion estimation using full search is computationally intensive. Previously proposed fast search algorithms limit the size of search window, the size of sequence (usually QCIF format) and search locations. These algorithms do not fit for sequences having large motion or larger picture size. In this paper, we present a new fast and efficient search algorithm for block motion estimation that produce better performance in quality than TSS and 4SS and less computational time. The proposed algorithm is based on the idea of selecting an adaptive search window per macro-block using 3 spatial macro-blocks and one temporal macro-block with the distance criterion without computational burden. The result of simulation shows not only better quality of pictures than that of TSS and 4SS, but also faster execution time. Therefore it can be good solution for the real time multimedia mobile systems
Keywords :
adaptive estimation; computational complexity; correlation methods; image sequences; motion estimation; video signal processing; adaptive motion estimation algorithm; adaptive search window per macroblock; block motion estimation; fast search algorithms; real time multimedia mobile systems; spatial correlation; spatial macroblocks; temporal correlation; temporal macroblock; Circuit simulation; Communication switching; Computational complexity; Computational modeling; Heart; Motion estimation; Multimedia systems; Real time systems; Switching circuits; Wireless communication;
Conference_Titel :
Communications, Computers and signal Processing, 2001. PACRIM. 2001 IEEE Pacific Rim Conference on
Conference_Location :
Victoria, BC
Print_ISBN :
0-7803-7080-5
DOI :
10.1109/PACRIM.2001.953672