Title :
Block matching algorithm based on local codirectionality of blocks
Author :
Soroushmehr, S.M.R. ; Samavi, S. ; Shirani, S.
Author_Institution :
Isfahan Univ. of Technol., Isfahan, Iran
fDate :
June 28 2009-July 3 2009
Abstract :
In this paper based on statistical analysis performed on a number of video sequences with different motion characteristics, we show that strong correlation exists between the direction of motion of a block and those of its neighboring blocks. Secondly, we show that a block moves in the same direction as a neighboring block that its prediction vector produces least distortion. Based on these findings an algorithm is proposed which adaptively determines the direction of motion of a block based on the motion direction of its neighboring blocks. The algorithm almost always avoids trapping into local minima. Test results show that in terms of speed and performance the proposed algorithm is superior to many of the existing fast algorithms.
Keywords :
image matching; image motion analysis; image sequences; video signal processing; block codirectionality; block matching algorithm; motion characteristics; motion direction; statistical analysis; video sequences; Bandwidth; Computational modeling; Image coding; Image storage; Motion analysis; Motion estimation; Performance analysis; Statistical analysis; Video compression; Video sequences; block matching; direction prediction; motion estimation; motion vector;
Conference_Titel :
Multimedia and Expo, 2009. ICME 2009. IEEE International Conference on
Conference_Location :
New York, NY
Print_ISBN :
978-1-4244-4290-4
Electronic_ISBN :
1945-7871
DOI :
10.1109/ICME.2009.5202471