Browse > Article
http://dx.doi.org/10.7840/KICS.2011.36C.4.207

Efficient Motion Compensated Extrapolation Technique Using Forward and Backward Motion Estimation  

Kwon, Hye-Gyung (가톨릭대학교 정보통신전자공학과)
Lee, Chang-Woo (가톨릭대학교 정보통신전자공학과)
Abstract
Motion compensated extrapolation (MCE) techniques show inferior performance compared to motion compensated interpolation techniques, since only past frames are used in MCE. MCE techniques are used for the reconstruction of corrupted frames, the up-conversion of frame rates and the generation of side information in the distributed video coding system. In this paper, the performance of various MCE techniques are evaluated and an efficient MCE technique using the forward and backward motion estimation is proposed. In the proposed technique, the present frame is extrapolated by averaging two frames which are generated by forward and backward motion estimation respectively. It is shown that the proposed method produces better PSNR results and less blocking phenomena than conventional methods.
Keywords
Motion Compensated Extrapolation; Motion Compensated Interpolation; Motion Estimation; Frame Rate; Distributed Video Coding;
Citations & Related Records
연도 인용수 순위
  • Reference
1 J. Ascenso, C. Brites and F. Pereira, "Content adaptive Wyner-ZIV video coding driven by motion activity," IEEE Int. Conf. on Image Process., pp.605-608, Oct., 2006.
2 Mei-Juan Chen, Ming-Chung Chu and Chih-Wei Pan, "Efficient motion-estimation algorithm for reduced frame-rate video transcoder," IEEE Trans. on Circuits and Systems for Video Technology, pp.269-272, Apr. 2002.
3 S. Borchert, R.P. Westerlaken, R. Klein Gunnewiek and R.L. Lagendijk, "Improving motion compensated extrapolation for distributed video coding," Proceedings of the 13th annual onference of the Advanced School for Computing and Imaging, Jun. 2007.
4 Pang, L. Yu, M. Yi, W. Jiang, G. Liu and W. Jiang. "Relativity analysis-based error concealment algorithm for entire frame loss of stereo video," The 8th IEEE int. Conf. on Signal Process., Apr. 2007.
5 C. Brites, J. Ascenso and F. Pereira, "Improving transform domain Wyner-Ziv video coding performance," IEEE Int. Conf. on Speech Signal Process., pp.525-528, May 2006.
6 Deng Hui-Ping, Yu Li, Xiong Wei, He Qing-Di and Li Rong, "Adaptive interpolation/extrapolation and motion vector processing method for frame rate up conversion," ICIG '09 Fifth Int. Conf. on Image and Graphics, pp.18-22, Sept. 2009.
7 R. Martins, C. Brites, J. Ascenso and F. Pereira, "Refining side information for improved transform domain Wyner-Ziv video coding," IEEE Trans. on Circuits and Systems for Video Technology, Vol.19, pp.1327-1341, Sept., 2009.   DOI   ScienceOn
8 T. N. Dinh, G. S. Lee, J. Y. Chang, H. J. Cho, "Side information generation using extra information in distributed video coding," IEEE Int. Symposium on Signal Processing and Information Technology 2007, pp.138-143, Dec. 2007.
9 B. D Choi, J. W Han, C. S Kim, and S. J Ko. "Motion-compensated frame interpolation using bilateral motion estimation and adaptive overlapped block motion compensation," IEEE Trans. on Circuits and Systems for Video Technology, Vol.17, pp.407-416, Apr. 2007.   DOI   ScienceOn
10 L. Natrio, C. Brites, J. Ascenso and F. Pereira, "Extrapolating side information for low-delay pixel-domain distributed video coding," Int. Workshop on Very Low Bitrate Video Coding, Sept. 2005.
11 Mei-Juan Chen, Yi-Yen Chiang, Hung-Ju Li and Ming-Chieh Chi, "Efficient multi-frame motion estimation algorithms for MPEG-4 AVC/JVT/H.264," Proc. Int. Symposium on Circuits and Systems, May. 2004.
12 B. Yan and H. Gharavi, "A Hybrid frame concealment algorithm for H.264/AVC," IEEE Trans. on Image Process., Vol.19, pp.98-107, Jan. 2010.   DOI   ScienceOn
13 B. Girod, A.M. Aaron, S. Rane and D. Rebollo-Monedero, "Distributed video coding", Proc. IEEE, Vol.93, pp.71-83, Jan. 2005.   DOI   ScienceOn
14 B. Yan and H. Gharavi, "Efficient error concealment for the whole frame loss based on H.264/AVC", Proc. IEEE Int. Conf. on Image Process., pp.3064-3067, Oct., 2008.
15 J. Zhai, K. Yu, J. Li and S. Li, "A low complexity motion compensated frame interpolation method," IEEE Int. Symposium on Circuits and Systems, pp.4927-4930, May 2005.