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Theoretic Analysis of Inter Frame Dependency in Video Coding

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Book cover Advances in Multimedia Information Processing - PCM 2008 (PCM 2008)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 5353))

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Abstract

In this paper, we present theoretic analysis of optimal bit allocation in prediction-based video coders. Usually, the optimal bit allocation is to minimize the sum of frame distortions under a total bit rate constraint. We use the Laplacian model to describe the distribution of DCT coefficients of residual frame and analyze the dependency between reference frame and predicted frame at different bit rates. Then we found that inter frame dependency will increase as bit rates decrease. Finally, based on this rule, we give some suggestions for rate allocation in practical video coding.

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References

  1. Ortega, A., Ramchandran, K.: Rate-Distortion Methods for Image and Video Compression. IEEE Signal Processing Magazine, 23–50 (November 1998)

    Google Scholar 

  2. Ramchandran, K., Ortega, A., Vetterli, M.: Bit allocation for dependent quantization with applications to multi resolution and MPEG video coders. IEEE Trans. on Image Proc. 3(5), 533–545 (1994)

    Article  Google Scholar 

  3. Sermadevi, Y., Hemami, S.S.: Efficient bit allocation for dependent video coding. In: Proceedings DCC 2004, pp. 232–241 (2004)

    Google Scholar 

  4. Lin, L.-J., Ortega, A.: Bit-rate control using piecewise approximated rate-distortion characteristics. IEEE Trans. on Circuits and Systems for Video Technology 8(4), 446–459 (1998)

    Article  Google Scholar 

  5. Wedi, T., Wittmann, S.: Rate-distortion constrained estimation of quantization offsets. JVT-O066, JVT of ISO/IEC MPEG & ITU-T VCEG, 15th Meeting: Busan, KR, April 16-22 (2005)

    Google Scholar 

  6. Gish, H., Pierce, J.N.: Asymptotically efficient quantizing. IEEE Trans. Inform. Theory 14(5), 676–683 (1968)

    Article  Google Scholar 

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Author information

Authors and Affiliations

  1. Graduate University of Chinese Academy of Sciences, Beijing, 100080, China

    Yue Wang

  2. Institute of Digital Media, School of Electronic Engineering and Computer Science, Peking University, Beijing, 100871, China

    Jun Sun, Siwei Ma & Wen Gao

Authors
  1. Yue Wang
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  2. Jun Sun
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  3. Siwei Ma
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  4. Wen Gao
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Editor information

Editors and Affiliations

  1. Department of Engineering Science, National Cheng Kung University, No.1, University Road, 701, Tainan City, Taiwan

    Yueh-Min Ray Huang

  2. National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, 95, Zhongguancun East Road, 100190, Beijing, China

    Changsheng Xu

  3. Institute of Biomedical Engineering, National Cheng Kung University, No. 1, University Road, 701, Tainan City, Taiwan

    Kuo-Sheng Cheng

  4. Department of Electrical Engineering, National Cheng Kung University, No. 1, University Road, 701, Tainan City, Taiwan

    Jar-Ferr Kevin Yang

  5. Department of Electrical and Computer Engineering, Concordia University, S-EV005.139, 1515 St. Catherine West, Montreal, H4G 2W1, Quebec, Canada

    M. N. S. Swamy

  6. Microsoft Research Asia, 5/F, Beijing Sigma Center, No. 49, Zhichun Road, Hai Dian District, 100080, Beijing, China

    Shipeng Li

  7. Department of Information Management, National Kaohsiung University of Applied Sciences, No. 415, Jiangong Road, Sanmin District, 80778, Kaohsiung, Taiwan

    Jen-Wen Ding

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© 2008 Springer-Verlag Berlin Heidelberg

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Wang, Y., Sun, J., Ma, S., Gao, W. (2008). Theoretic Analysis of Inter Frame Dependency in Video Coding. In: Huang, YM.R., et al. Advances in Multimedia Information Processing - PCM 2008. PCM 2008. Lecture Notes in Computer Science, vol 5353. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-89796-5_118

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  • DOI: https://doi.org/10.1007/978-3-540-89796-5_118

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-89795-8

  • Online ISBN: 978-3-540-89796-5

  • eBook Packages: Computer ScienceComputer Science (R0)

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