Very Low Bit-Rate Video Coding by Combining H.264/AVC Standard and 2-D Discrete Wavelet Transform
Ali Aghagolzadeh, Saeed Meshgini, Mehdi Nooshyar, Mehdi Aghagolzadeh
.
DOI: 10.4236/wsn.2010.24044   PDF    HTML     5,891 Downloads   10,619 Views   Citations

Abstract

In this paper, we propose a new method for very low bit-rate video coding that combines H.264/AVC standard and two-dimensional discrete wavelet transform. In this method, first a two dimensional wavelet transform is applied on each video frame independently to extract the low frequency components for each frame and then the low frequency parts of all frames are coded using H.264/AVC codec. On the other hand, the high frequency parts of the video frames are coded by Run Length Coding algorithm, after applying a threshold to neglect the low value coefficients. Experiments show that our proposed method can achieve better rate-distortion performance at very low bit-rate applications below 16 kbits/s compared to applying H.264/AVC standard directly to all frames. Applications of our proposed video coding technique include video telephony, video-conferencing, transmitting or receiving video over half-rate traffic channels of GSM networks.

Share and Cite:

A. Aghagolzadeh, S. Meshgini, M. Nooshyar and M. Aghagolzadeh, "Very Low Bit-Rate Video Coding by Combining H.264/AVC Standard and 2-D Discrete Wavelet Transform," Wireless Sensor Network, Vol. 2 No. 4, 2010, pp. 328-336. doi: 10.4236/wsn.2010.24044.

Conflicts of Interest

The authors declare no conflicts of interest.

References

[1] B. J. Kim, Z. Xiong and W. A. Pearlman, “Low Bit-Rate Scalable Video Coding with 3-D Set Partitioning in Hierarchical Trees (3-D SPIHT),” IEEE Transactions on Circuits and Systems for Video Technology, Vol. 10, No. 8, 2000, pp. 1374-1386.
[2] I. E. G. Richardson, “Video Codec Design Developing Image and Video Compression Systems,” John Wiley & Sons, 2002.
[3] J. Ostermann, J. Bormans, P. List, D. Marpe, M. Narroschke, F. Pereira, T. Stockhammer and T. Wedi, “Video Coding with H.264/AVC: Tools, Performance, and Complexity,” IEEE Transactions on Circuits and Systems for Video Technology, Vol. 4, No. 1, 2004, pp. 7-28.
[4] T. Wiegand, G. J. Sullivan, G. Bjntegaard and A. Luthra, “Overview of the H.264/AVC Video Coding Standard,” IEEE Transactions on Circuits and Systems for Video Technology, Vol. 13, No. 7, 2003, pp. 560-576.
[5] R. Talluri, K. Oehler, T. Bannon, J. D. Courtney, A. Das. and J. Liao, “A Robust, Scalable, Object-Based Video Compression Technique for Very Low Bit-Rate Coding,” IEEE Transactions on Circuits and Systems for Video Technology, Vol. 7, No. 1, 1997, pp. 221-232.
[6] C. S. Burrus, R. A. Gopinath and H. Guo, “Introduction to Wavelets and Wavelet Transforms: A Primer,” Prentice Hall, 1998.
[7] R. C. Gonzalez and R. E. Woods, “Digital Image Processing,” 2nd Edition, Prentice Hall, 2002.
[8] D. Salomon, “Data Compression: The Complete Reference,” 4th Edition, Springer, Berlin, 2007.
[9] A. Aghagolzadeh, S. Meshgini, M. Nooshyar and M. Aghagolzadeh, “A Novel Video Compression Technique for Very Low Bit-Rate Coding by Combining H.264/ AVC Standard and 2-D Wavelet Transform,” Proceedings of 9th International Conference on Signal Processing, Beijing, 2008, pp. 1251-1254.

Copyright © 2024 by authors and Scientific Research Publishing Inc.

Creative Commons License

This work and the related PDF file are licensed under a Creative Commons Attribution 4.0 International License.