DocumentCode
427017
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
Volume
1
fYear
2004
fDate
30-30 June 2004
Firstpage
543
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia and Expo, 2004. ICME '04. 2004 IEEE International Conference on
Conference_Location
Taipei
Print_ISBN
0-7803-8603-5
Type
conf
DOI
10.1109/ICME.2004.1394249
Filename
1394249
Link To Document