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On Coding and Codebooks in Multimedia Information Systems

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Book cover Information Systems Development
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Abstract

Multimedia tools are becoming an essential means in human interaction, electronic commerce and markets such as the worldwide web system. This increasing amount of information transmitted via communication channels has to be handled in an efficient manner to avoid congestion and delays in the network service. In this work, a new approach to multimedia data transmission and storage is proposed. One of its basic assumptions is that in many situations the multimedia information could be decomposed into basic components or codewords that represent a significant part of the data. To illustrate the capabilities of the proposed approach, a compression system for video streams is developed and tested. The system is based on the observations that in most multimedia systems, building blocks of recent history of the stream can describe present details of the multimedia information. A straightforward example is taking the background image of a video sequence as a codeword. However, there are more complex codewords such as typical repeated movements in the transmitted image e.g., lip and eye movements of humans in a scene. Experimental results indicate a high compression ratio of more than 100:1, obtaining almost lossless visual reproduction with signal-to-noise ratio higher than 1000:1 (30 db). Unlike MPEG or the like, the proposed approach can be similarly used also for other components in the multimedia stream. Our conclusion is that codewords and codebooks could be very efficient in developing multimedia information systems and transmission methods.

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References

  1. Special Issue on Sequence Coding, IEEE Trans. Image Processing (September, 1994).

    Google Scholar 

  2. C. S. Choi, H. Harashima, and T. Takebe, Analysis and Synthesis of Facial Expressions in Knowledge-based Coding of Facial Expressions in Knowledge-based coding of facial Image Sequences, ICASSP, 1991.

    Google Scholar 

  3. M. Kunt and M. Kocher, Second-generation image-coding techniques, Proc. of the IEEE 73(4), 549–573 (1985).

    Google Scholar 

  4. C. I. Podilchuk, N. S. Jayant, and P. Noll, Sparse Codebooks for the Quantization of Non-dominant Subbands in Image Coding, International Conference on Acoustic Speech and Signal Processing, 1990, pp. 2101–2104

    Google Scholar 

  5. G. T. R. Giunta, Image sequence coding using oriented edges, Image Communication 2(4), 429–440 (1990).

    Google Scholar 

  6. C. I. Podilchuk, N. S. Jayant, and N. Farvardin, 3-D subband coding of video, IEEE Trans. on Image Processing 4(2), 125–139 (1995).

    Article  Google Scholar 

  7. J. W. Woods and S. D. O’Neil, Subband coding of images, IEEE Trans. on Signal Processing ASSP-34(5), 1278–1288 (1986).

    Google Scholar 

  8. M. Porat and Y. Y. Zeevi, The generalized gabor scheme in biological and machine vision, IEEE Trans. on Pattern Analysis and Machine Intelligence PAMI-10(4), 452–468 (1988).

    Google Scholar 

  9. N. Katzir, M. Lindenbaum, and M. Porat, Curve segmentation under partial occlusion, IEEE Trans. on Pattern Analysis and Machine Intelligence PAMI-16(5), 513–519 (1994).

    Google Scholar 

  10. M. Porat and Y. Y. Zeevi, Localized texture processing in vision: Analysis and synthesis in the Gaborian space, IEEE Trans. on Biomedical Engineering BME-36(1), 115–129 (1989).

    Google Scholar 

  11. Y. L. Linde, A. Buzo, and R. M. Gray, An algorithm for vector quantizer design, IEEE-COM 28, 84–95 (1980).

    Google Scholar 

  12. S. Panchanathan and M. Goldberg, Adaptive algorithms for image coding using vector quantization, Signal Processing: Image Communication 4, 81–92 (1991).

    Article  Google Scholar 

  13. G. Goldberg and H.-F. Sun, Image sequence coding by three-dimensional block vector quantization, IEE Proceedings, Pt. F 133(5), 482–486 (1986).

    Google Scholar 

  14. D. Furman and M. Porat, On content-based very low bitrate video coding, The Very-Low Bitrate Video (VLBV) Conference (Madrid, 2003).

    Google Scholar 

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Porat, M. (2005). On Coding and Codebooks in Multimedia Information Systems. In: Vasilecas, O., Wojtkowski, W., Zupančič, J., Caplinskas, A., Wojtkowski, W.G., Wrycza, S. (eds) Information Systems Development. Springer, Boston, MA. https://doi.org/10.1007/0-387-28809-0_22

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  • DOI: https://doi.org/10.1007/0-387-28809-0_22

  • Publisher Name: Springer, Boston, MA

  • Print ISBN: 978-0-387-25026-7

  • Online ISBN: 978-0-387-28809-3

  • eBook Packages: Computer ScienceComputer Science (R0)

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