DocumentCode :
1889394
Title :
Efficient and optimal block matching for motion estimation
Author :
Mattoccia, Stefano ; Tombari, Federico ; Di Stefano, Luigi ; Pignoloni, Marco
Author_Institution :
Univ. of Bologna, Bologna
fYear :
2007
fDate :
10-14 Sept. 2007
Firstpage :
705
Lastpage :
710
Abstract :
This paper proposes a novel technique for performing fast block matching for motion estimation which is optimal, meaning it yields the same results as a full-search investigation. The proposed technique derives from an approach previously proposed (Tombari et al., 2006) for template matching and it is based on the deployment of a succession of lower bounding functions of the matching metric. Hence, an algorithm is outlined which efficiently exploits these bounding functions in order to rapidly determine non-matching block candidates, thus reducing the overall computational burden. Experimental results show that, compared to the brute-force approach, the proposed technique allows for notable reductions in terms of number of operations and computation times.
Keywords :
image matching; motion estimation; block matching; brute-force approach; motion estimation; template matching; Acceleration; Computational efficiency; Computer science; Computer vision; Distortion; Image sequence analysis; Motion estimation; Optical computing; Video compression; Video sequences;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Analysis and Processing, 2007. ICIAP 2007. 14th International Conference on
Conference_Location :
Modena
Print_ISBN :
978-0-7695-2877-9
Type :
conf
DOI :
10.1109/ICIAP.2007.4362859
Filename :
4362859
Link To Document :
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