Title :
Fast priority search algorithm for block motion estimation
Author :
Liang, Yongfang ; Ahmad, Ishfaq ; Swaminathan, Viswanathan
Author_Institution :
Dept. of Comput. Sci. Eng., Texas Univ., Arlington, TX, USA
Abstract :
This paper proposes a median-bias fast priority search algorithm for motion estimation. The main characteristic of the proposed algorithm is that it adapts a priority median-bias search pattern enabling the identification of locations with higher probability of finding the motion vector. Moreover, based on the history of motion vectors, the algorithm includes a robust region detection technique to avoid unnecessary searches in the static background region. A minimum-distortion based analytical threshold is proposed to stop the search quickly when a "good enough" motion vector is achieved. Experimental results show that by using the proposed algorithm, the speed and accuracy of motion estimation are improved compared with the conventional approaches.
Keywords :
data compression; motion estimation; probability; rate distortion theory; search problems; video coding; block motion estimation; fast priority search algorithm; median-bias fast priority search; minimum-distortion based analytical threshold; motion vector history; robust region detection; Computational complexity; Computer science; Frequency selective surfaces; History; Motion analysis; Motion detection; Motion estimation; Robustness; Video compression; Video sequences;
Conference_Titel :
Multimedia and Expo, 2004. ICME '04. 2004 IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
0-7803-8603-5
DOI :
10.1109/ICME.2004.1394249