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Hybrid Wyner-Ziv Video Coding with No Feedback Channel

  • Lee, Hoyoung (Future IT Research and Development Laboratory, LG Electronics) ;
  • Tillo, Tammam (Xi'an JiaoTong Liverpool University) ;
  • Jeon, Byeungwoo (College of Information and Communication Engineering, Sungkyunkwan University)
  • Received : 2016.11.24
  • Accepted : 2016.12.12
  • Published : 2016.12.30

Abstract

In this paper, we propose a hybrid Wyner-Ziv video coding structure that combines conventional motion predictive video coding and Wyner-Ziv video coding to eliminate the feedback channel, which is a major practical problem in applications using the Wyner-Ziv video coding approach. The proposed method divides a hybrid frame into two regions. One is coded by a motion predictive video coder, and the other by the Wyner-Ziv coding method. The proposed encoder estimates side information with low computational complexity, using the coding information of the motion predictive coded region, and estimates the number of syndrome bits required to decode the region. The decoder generates side information using the same method as the encoder, which also reduces the computational complexity in the decoder. Experimental results show that the proposed method can eliminate the feedback channel without incurring a significant rate-distortion performance loss.

Keywords

References

  1. J. D. Slepian, J. K. Wolf, "Noiseless coding of correlated information sources," IEEE Trans. Info. Theory, vol. IT-19, pp. 471-480, July. 1973. Article (CrossRef Link)
  2. A. Wyner, J. Ziv, "The rate-distortion function for source coding with side information at the encoder," IEEE Trans. Info. Theory, vol. 22, pp. 1-10, Jul. 1976. Article (CrossRef Link) https://doi.org/10.1109/TIT.1976.1055508
  3. R. Puri, A. Majumdar, K. Ramchandran, "PRISM: A video coding paradigm with motion estimation at the decoder," IEEE Trans. on Image Processing, Vol. 16, Issue:10, pp. 2436-2448, Oct. 2007. Article (CrossRef Link) https://doi.org/10.1109/TIP.2007.904949
  4. A. Aaron, S. Rane, E. Setton, B. Girod, "Transformdomain Wyner-Ziv codec for video," Proceedings of SPIE Visual communications and Image Processing, San Jose, CA, pp. 520-528, Jan. 2004. Article (CrossRef Link)
  5. D. Varodayan, A. Aaron, B. Girod, "Rate-adaptive codes for distributed source coding," EURASIP Signal Processing Journal, Special Section On Distributed Source Coding, Vol. 86, no. 11, pp. 31233130, Nov. 2006. Article (CrossRef Link)
  6. C. Brites, J. Ascenso, J.Q. Pedro, F. Pereira, "Evaluating a feedback channel based transform domain Wyner-Ziv video codec," Signal Processing: Image Communication, pp. 269-297, Apr. 2008. Article (CrossRef Link)
  7. Discover dvc. [Online]. Available: Article (CrossRef Link)
  8. S. Cheng, Z. Xiong, "Successive refinement for the Wyner-Ziv problem and layered code design," IEEE Trans. on Signal Processing, Vol. 53, No. 8, pp. 3269-3281, Aug. 2005. Article (CrossRef Link) https://doi.org/10.1109/TSP.2005.851138
  9. T. Sheng, X. Zhu, G. Hua, H. Guo, J. Zhou, and C.W. Chen, "Feedback-free rate-allocation scheme for transform domain Wyner-Ziv video coding," Multimedia Syst., Vol. 16, Num. 2, pp. 127-137, 2010. Article (CrossRef Link) https://doi.org/10.1007/s00530-009-0179-8
  10. J.L. Martinez, G. Fernandez-Escribano, H. Lalva, W.A.R.J. Weerakkody, W.A.C. Fernando, A. Garrido, "Feedback free DVC architecture using machine learning," Proceedings of IEEE International Conference on Image Processing (ICIP'2008), San Diego, CA, pp. 1140-1143, 2008. Article (CrossRef Link)
  11. C. Brites, F. Pereira, "Encoder rate control for transform domain Wyner-Ziv video coding," Proceedings of Int. Conf. on Image Processing (ICIP'2007), pp. II-5-II-8, Sep. 2007. Article (CrossRef Link)
  12. C.S. Yu, S.C. Tai, "Adaptive Double-Layered initial search pattern for fast motion estimation," IEEE Trans. on Multimedia, vol. 8, No. 6, pp. 1109-1116, Dec. 2006. Article (CrossRef Link) https://doi.org/10.1109/TMM.2006.884635
  13. H. Liu, Y. Li, X. Liu, S. Ma, D. Zhao, W. Gao, "Improved low delay distributed video coding," Proceedings of Picture Coding Symposium (PCS'2009), Chicago, IL, pp. 1-4, May 2009. Article (CrossRef Link)
  14. S. Mys, J. Slowack, J. Skorupa, P. Lambert, R. Van de Walle, "Dynamic complexity coding: combining predictive and distributed video coding," Proceedings of the Picture Coding Symposium (PCS'2007), Nov. 2007. Article (CrossRef Link)
  15. J. Slowack, J. Skorupa, S. Mys, P. Lambert, C. Grecosb, R. Van de Walle, "Flexible distribution of complexity by hybrid predictive-distributed video coding," Signal Processing: Image Communication, vol. 25, Issue 2, pp. 94-110, Feb. 2010. Article (CrossRef Link) https://doi.org/10.1016/j.image.2009.12.002
  16. D.C. Tsai, C.M. Lee, W.N. Lie, "Dynamic key block decision with spatio-temporal analysis for Wyner-Ziv video coding," Proceedings of IEEE International Conference on Image Processing (ICIP'2007), San Antonio, TX, pp. VI-425-VI-428, Sept. 2007. Article (CrossRef Link)
  17. M.B. Badem, W.A.C. Fernando, A.M. Kondoz, "Transform domain distributed video coding with spatial correlations," Multimedia Tools and Applications, Vol. 48, Num. 3, pp. 369-379, 2009. Article (CrossRef Link) https://doi.org/10.1007/s11042-009-0317-5
  18. T. Tillo, H. Lee, B. Jeon, "Uni-directional Hybrid Distributed Video Coding With Macroblock classification," Proceedings of International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC'2009), pp. 5-8 Jul. 2009. Article (CrossRef Link)
  19. H. Lee, T. Tillo, B. Jeon, "Hybrid Wyner-Ziv video coding structure for removing feedback channel," Proceedings of Communications, Computers and Signal Processing, 2009. (PacRim' 2009), pp. 858-862, Aug. 2009. Article (CrossRef Link)
  20. C. Brites, F. Pereira, "Correlation noise modeling for efficient pixel and transform domain Wyner-Ziv video coding," IEEE Trans. on Circuits System for Video Technol., Vol. 18, Issue 9, pp. 1177-1190, 2008. Article (CrossRef Link) https://doi.org/10.1109/TCSVT.2008.924107
  21. D. Kubasov, K. Lajnef, C. Guillemot, "A hybrid encoder/decoder rate control for Wyner-Ziv video coding with a feedback channel," Proceedings of Int. Workshop on Multimedia Signal Processing (MMSP'2007), pp.251-254, Oct. 2007. Article (CrossRef Link)
  22. Binary Arithmetic coding software. [Online]. Available: Article (CrossRef Link).
  23. LDPC software. [Online]. Available: Article (CrossRef Link)/.