DocumentCode :
2964185
Title :
A new block motion vector estimation using adaptive pixel decimation
Author :
Chan, Yui-Lam ; Siu, Wan-chi
Author_Institution :
Dept. of Electron. Eng., Hong Kong Polytech. Univ., Kowloon, Hong Kong
Volume :
4
fYear :
1995
fDate :
9-12 May 1995
Firstpage :
2257
Abstract :
Block motion estimation is being widely used in video coding. A new adaptive technique based on pixel decimation for estimating motion vector is presented. In the traditional approach, a uniform pixel decimation is used. Since some pixels in each block do not enter into the matching criterion, this approach might limit the accuracy of the motion vector. We select the most representative pixels based on the image content in each block for the matching criterion. This is due to the fact that high activity in the luminance signal such as edges and texture contributes mainly to the matching criterion. Our approach can compensate the drawback in standard pixel decimation techniques. Computer simulations show that this technique is close to the performance of the exhaustive search method with a significant reduction in computational complexity
Keywords :
adaptive signal processing; computational complexity; image matching; image texture; motion estimation; video coding; adaptive pixel decimation; block motion vector estimation; computational complexity reduction; computer simulations; edges; exhaustive search method; image content; luminance signal; matching criterion; performance; texture; uniform pixel decimation; Computational complexity; Computational modeling; Computer simulation; Motion detection; Motion estimation; Pixel; Search methods; Tail; Video coding;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1995. ICASSP-95., 1995 International Conference on
Conference_Location :
Detroit, MI
ISSN :
1520-6149
Print_ISBN :
0-7803-2431-5
Type :
conf
DOI :
10.1109/ICASSP.1995.479940
Filename :
479940
Link To Document :
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