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A Fast Sub-pixel Motion Estimation Method for H.264 Video Compression  

Lee, Yun-Hwa (한양대학교 전자전기제어계측공학과)
Choi, Myung-Hoon (삼성전자 반도체 메모리사업부 플래시 메모리 개발팀)
Shin, Hyun-Chul (한양대학교 전자전기제어계측공학과)
Abstract
Motion Estimation (ME) is an important part of video coding process and it takes the largest amount of computation in video compression. Half-pixel and quarter-pixel motion estimation can improve the video compression rate at the cost of higher computational complexity In this paper, we suggest a new efficient low-complexity algorithm for half-pixel and quarter pixel motion estimation. It is based on the experimental results that the sum of absolute differences(SAD) shows parabolic shape and thus can be approximated by using interpolation techniques. The sub-pixel motion vector is searched from the minimum SAD integer-pixel motion vector. The sub-pixel search direction is determined toward the neighboring pixel with the lowest SAD among 8 neighbors. Experimental results show that more than 20% reduction in computation time can be achieved without affecting the quality of video.
Keywords
H.264 encoder; sub-pixel motion estimation; SAB; Video compression;
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1 B. Zhou and J. Chen 'A Fast Two- Step Search Algorithm for Half-pixel Motion Estimation,' Electronics, Circuits and Systems, ICECS 2003. Proceedings of the 2003 10th IEEE International conference on Vol. 2, pp. 611-614, Dec. 2003   DOI
2 H. M. Wong, O. C. Au, J. Huang, S. Zhang and W. N. Yan, 'Sub-Optimal Quarter- Pixel Inter-Prediction Algorithm(SQIA),' Acoustics, Speech, and Signal Processing, 2005. Proceedings. CICASSP '05). IEEE International Conference on Volume 2, pp. 921-924, March 18-23, 2005   DOI
3 J. Zhang, Y. He, S. Yang and Y. Zhong, 'Performance and complexity Joint Optimization For H.264 Video Coding,' Circuits and Systems, ISCAS '03. Proceedings of the 2003 International Symposium on Vo!. 2, pp. 25-28, May 2003
4 http://iphome.hhi.de/
5 C. Du, Y. He and J. Zheng, 'PPHS: A Parabolic Prediction-Based, Fast Half-Pixel Search Algorithm for Very Low Bit-Rate Moving-Picture Coding', IEEE Transactions on Circuits and Systems for Video Technology, Vol. 13, No. 6, June 2003   DOI   ScienceOn
6 T. Koga, K. Iinuma, A. Hirano, Y. Iijima, and T. Ishiguro, 'Motion-compensated interframe coding for video conferencing,' in Proc. NTC81, New Orleans, LA, pp. C9.6.1-9.6.5, Nov. 1981
7 C.-H. cheung and L. - M. Po, 'A novel cross-diamond search algorithm for fast block motion estimation,' IEEE Trans. Circuits Syst, video Technol., Vol. 12, pp. 1168-1177, Dec. 2002   DOI   ScienceOn
8 R. Li, B. Zeng, and M. L. Liou, 'A new three-step search algorithm for block motion estimation,' IEEE Trans. Circuits Syst, Video Technol., Vol. 4, pp. 438-442, Aug. 1994   DOI   ScienceOn
9 L. M. Po and W. C. Ma, 'A novel four-step search algorithm for fast block motion esitmation,' IEEE Trans. Circuits Syst, Video Technol., Vol. 6, pp. 313-317, June 1996   DOI   ScienceOn