Title :
Fuzzy block matching motion estimation for video compression
Author :
Soroushmehr, S.M.R. ; Samavi, S. ; Saraee, M.
Author_Institution :
ECE Dept., Isfahan Univ. of Technol., Isfahan, Iran
Abstract :
Motion estimation demands intense computations. To overcome this obstacle, different techniques have been devised. In this paper an efficient spatio-temporal fuzzy search algorithm is proposed to shorten the search time without the loss of accuracy. To reduce the complexity of the algorithm a look-up table structure (LUT) is employed. Also the stationary blocks are treated separately for further reduction of the complexity. The experimental results show that the proposed algorithm performs better than many of the fast block matching algorithms in terms of picture quality and computational complexity.
Keywords :
computational complexity; data compression; fuzzy reasoning; fuzzy set theory; motion estimation; video coding; computational complexity; fuzzy block matching algorithm; look-up table structure; motion estimation; spatio-temporal fuzzy search algorithm; video compression; Bandwidth; Computational complexity; Difference equations; Displacement measurement; Fuzzy logic; Fuzzy reasoning; Image coding; Motion estimation; Table lookup; Video compression; Block motion estimation; fuzzy reasoning; spatial correlation; temporal correlation;
Conference_Titel :
Communications (MICC), 2009 IEEE 9th Malaysia International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-5531-7
DOI :
10.1109/MICC.2009.5431425