DocumentCode
1741615
Title
An advanced center biased search algorithm for motion estimation
Author
Nisar, Humaira ; Choi, Tae-Sun
Author_Institution
Dept. of Mechatronics, Kwangji Inst. of Sci. & Technol., South Korea
Volume
1
fYear
2000
fDate
2000
Firstpage
832
Abstract
Previous studies show that the motion vector distribution within the search window shows a center biased behavior. Based on this fact, an advanced center biased search algorithm for fast block motion estimation has been proposed. The algorithm drastically reduces the computational complexity by strict application of the unimodal error surface assumption. Improved error performance has been achieved by an efficient center biased search strategy that improves the chances of getting the correct motion vector. The half stop technique has been adopted to speed up the block matching process. Experimental results show that proposed algorithm has improved performance as compared to the three step search algorithm. A good predicted image quality is also achieved
Keywords
computational complexity; image matching; motion estimation; search problems; video coding; advanced center biased search algorithm; block matching algorithms; computational complexity reduction; efficient center biased search; error performance; fast block motion estimation; half stop technique; image quality; motion vector distribution; quadrant selection procedure; search window; simulation results; three step search algorithm; unimodal error surface assumption; video coding; Computational complexity; Error correction; Hardware; Image quality; Mechatronics; Motion estimation; Redundancy; Video coding; Video compression; Video sequences;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2000. Proceedings. 2000 International Conference on
Conference_Location
Vancouver, BC
ISSN
1522-4880
Print_ISBN
0-7803-6297-7
Type
conf
DOI
10.1109/ICIP.2000.901088
Filename
901088
Link To Document