Abstract
A GOP-flexible multiview video coding (MVC) scheme based on Wyner-Ziv (WZ) coding with adaptive side information (SI) is proposed in this paper. In this scheme, each view is WZ encoded independently at the encoder side, while the views are jointly decoded at the decoder side. Therefore, the communications of different cameras can be avoided at the encoder side. In WZ coding, SPIHT and LDPC are applied to improve compression efficiency. Meanwhile, a flexible MVC structure which can satisfy different bit rate requirements and an adaptive SI selection mechanism which better utilizes temporal and interview correlations to obtain more accurate SI are proposed. The experimental results show better rate-distortion performance of the proposed scheme than other tested schemes.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Naemura, T., Kaneko, M., Harashima, H.: Compression and Representation of 3-D images. IEICE Trans. INF. & SYST. E82-D(3), 558–565 (1999)
Wilburn, B., Joshi, N., Vaish, V., Levoy, M., Horowitz, M.: High speed video using a dense camera array. In: Proc. CVPR, pp. 161–170 (2004)
Lou, J., Cai, H., Li, J.: A real time interactive multiview video system. Presented at the 13th ACM Int. Conf. Multimedia, Singapore, November 6-11 (2005)
Kimata, H., Kitahara, M.: Multi-view video coding based on scalable video coding for free-viewpoint video. ISO/IEC JTCI/SC29/WG11 M11571, Hong Kong (January 2005)
Ho, Y., Yoon, S., Kim, S.: A framework for multi-view video coding using layered depth image. ISO/IEC JTCI/SC29/WG11 M11582, Hong Kong (January 2005)
Wang, H., Liang, J., Kuo, J.: Overview of robust video streaming with network coding. Journal of Information Hiding and Multimedia Signal Processing 1(1), 36–50 (2010)
Ito, A., Makino, S.: Designing side information of multiple description coding. Journal of Information Hiding and Multimedia Signal Processing 1(1), 10–19 (2010)
Lu, Z., Li, Y.: Image compression based on mean value predictive vector quantization. Journal of Information Hiding and Multimedia Signal Processing 1(3), 172–178 (2010)
Flierl, M., Mavankar, A., Girod, B.: Motion and disparity compensated coding for multiview video. IEEE Trans. On Circuits and Systems for Video Technology 17(11), 1474–1484 (2007)
Grammalidis, N., Strintzis, M.G.: Disparity and Occlusion estimation in multiocular Systems and their coding for the communication of multiview image sequences. IEEE Trans. On Circuits and Systems for Video Technology 8, 328–344 (1998)
Slepian, D., Wolf, J.: Noiseless coding of correlated information sources. IEEE Trans. On Information Theory 19, 471–480 (1973)
Wyner, A.D., Ziv, J.: The rate-distortion function for source coding with side information at the decoder. IEEE Trans. On Information Theory 22, 1–10 (1976)
Guo, X., Lu, Y., Wu, F., Zhao, D., Gao, W.: Wyner-Ziv-based multiview video coding. IEEE Trans. On Circuits and Systems for Video Technology 18(6), 713–724 (2008)
Wang, A., Zhao, Y., Pan, J.: Residual distributed video coding based on LQR-hash. Chinese Journal of Electronics 18(1), 109–112 (2009)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Meng, L., Zhao, Y., Pan, JS., Bai, H., Wang, A. (2010). GOP-Flexible Distributed Multiview Video Coding with Adaptive Side Information. In: Pan, JS., Chen, SM., Nguyen, N.T. (eds) Computational Collective Intelligence. Technologies and Applications. ICCCI 2010. Lecture Notes in Computer Science(), vol 6423. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-16696-9_6
Download citation
DOI: https://doi.org/10.1007/978-3-642-16696-9_6
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-16695-2
Online ISBN: 978-3-642-16696-9
eBook Packages: Computer ScienceComputer Science (R0)