Abstract
Aiming at the higher bit-rate occupation of motion vector encoding and more time load of full-searching strategies, a multi-resolution motion estimation and compensation algorithm based on adjacent prediction of frame difference was proposed. Differential motion detection was employed to image sequences and proper threshold was adopted to identify the connected region. Then the motion region was extracted to carry out motion estimation and motion compensation on it. The experiment results show that the encoding efficiency of motion vector is promoted, the complexity of motion estimation is reduced and the quality of the reconstruction image at the same bit-rate as Multi-Resolution Motion Estimation (MRME) is improved.
Similar content being viewed by others
References
Yaqin Zhang and S. Zafar. Motion-compensated wavelet transform coding for color video compression. IEEE Transactions on Circuits and Systems for Video Technology, 2(1992)3, 285–296.
Zan **wen, M. O. Ahmad, and M. N. S. Swamy. Wavelet-based multiresolution motion estimation through median filtering. Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP’02), Orlando, Florida, USA, May 13–17, 2002, Vol.4, 3273–3276.
Zan **wen, M. O. Ahmad, and M. N. S. Swamy. New techniques for multi-resolution motion estimation. IEEE Transactions on Circuits and Systems for Video Technology, 12(2002)9, 793–802.
Y. C. Su. Fine granularity video compression technique and its application to robust video transmission over wireless Internet. [Ph.D. Dissertation], National Sun Yat-Sen University, Taiwan, 2003.
Lei Zhang and Guofang Tu. A novel wavelet-domain motion estimation algorithm. Journal of Electronics & Information Technology, 29(2007)5, 1131–1135 (in Chinese). 张磊, 涂国防. 一种新型小波域运动估计算法. 电子与 信息学报, 29(2007)5, 1131–1135.
M. Cagnazzo, F. Castaldo, T. Andre, et al. Optimal motion estimation for wavelet motion compensated video coding. IEEE Transactions on Circuits and Systems for Video Technology, 17(2007)7, 907–911.
A. Gangal, T. Kayikcioglu, and B. Dizdaroglu. An improved motion-compensated restoration method for damaged color motion picture films. Signal Processing: Image Communication, 19(2004)4,353–368.
P. Kapsalas, K. Rapantzikos, A. Sofou, et al. Regions of interest for accurate object detection. Proceedings of 2008 International Workshop on Content-Based Multimedia Indexing (CBMI’2008), London, United Kingdom, Jun. 18–20, 2008, 147–154.
L. K. Shark and C. Yu. Denoising by optimal fuzzy thresholding in wavelet domain. Electronics Letters, 36(2000)6, 581–582
Author information
Authors and Affiliations
Corresponding author
Additional information
Supported by the National Natural Science Foundation of China (No. 60803036) and the Scientific Research Fund of Heilongjiang Provincial Education Department (No. 11531013).
Communication author: Tang Guowei, born in 1966, male, Ph.D. candidate, Professor.
About this article
Cite this article
Tang, G., Gu, G. Multi-resolution motion estimation and compensation based on adjacent prediction of frame difference in wavelet domain. J. Electron.(China) 26, 412–416 (2009). https://doi.org/10.1007/s11767-008-0136-2
Received:
Revised:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11767-008-0136-2