DocumentCode :
3356736
Title :
A fast motion estimation method using an enhanced motion vector and DC matching methodology
Author :
Ahmadianpour, Farzin ; Ahmad, M. Omair
Author_Institution :
Dept. of Electr. & Comput. Eng., Concordia Univ., Montreal, Que., Canada
Volume :
2
fYear :
2003
fDate :
23 Feb.-1 March 2003
Firstpage :
1465
Abstract :
A new fast block-matching algorithm for motion estimation was introduced. This algorithm uses a new enhanced motion vector system combined with an effective DC matching technique. The proposed method transformed the expensive 2-D block-matching problem into a simpler 1-D matching by choosing some blocks as eligible candidates and eliminating the others. Test results of applying the proposed method on a number of MPEG video sequences were included. These results indicated that the proposed method not only can reduce the computational complexity by a factor ranging from 1 to 7, but also can reduce the prediction error by 2 to 20 percent as compared to the full search method. There were some situations in which existing motion estimation techniques obtain a false motion vector with a huge prediction error, while the proposed method can find an enhanced motion vector with an excellent accuracy.
Keywords :
computational complexity; error statistics; image sequences; motion estimation; vector quantisation; video coding; 1D block matching; 2D block matching; DC matching; MPEG video sequence; block matching algorithm; computational complexity; enhanced motion vector; fast motion estimation; full search motion estimation method; mean square prediction error criterion; performance tradeoff; prediction error; speed tradeoff; sum of square error criterion; video coding; video compression; Accuracy; Algorithm design and analysis; Computational complexity; Image converters; Motion estimation; Search methods; Testing; Video coding; Video compression; Video sequences;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Telecommunications, 2003. ICT 2003. 10th International Conference on
Print_ISBN :
0-7803-7661-7
Type :
conf
DOI :
10.1109/ICTEL.2003.1191650
Filename :
1191650
Link To Document :
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