Skip to main content

Spatio-temporally Adaptive Regularization for Enhancement of Motion Compensated Wavelet Coded Video

  • Conference paper
Advances in Multimedia Information Processing - PCM 2004 (PCM 2004)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 3333))

Included in the following conference series:

  • 1212 Accesses

Abstract

The three-dimensional (3D) wavelet transform with motion compensation is a promising video coding algorithm with very high compression rate because of its spatial and temporal decorrelation. However, it still suffers from image degradation such as ringing artifats due to the loss of high frequency components by quantization. In this paper, we present an iterative regularized enhancement of the motion-compensated 3D wavelet coded video. The enhancement includes the adaptive implementation of the constraints for the regularization by selectively suppressing the noise along with the corresponding edge direction. The proposed algorithm efficiently reconstructs images defected by the three-dimensional wavelet transform.

This work was supported in part Korean Ministry of Science and Technology under the National Research Lab. Project and in part by Korean Ministry of Education under Brain Korea 21 Project.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Similar content being viewed by others

References

  1. Choi, S.J., Woods, J.W.: Motion-Compensated 3-D Subband Coding of Video. IEEE Ttrans. on Image Processing 8(2), 155–167 (1999)

    Article  Google Scholar 

  2. Ohm, J.R.: Three Dimensional Subband Coding with Motion Compensation. IEEE Trans. on Image Processing 3(5), 559–571 (1994)

    Article  Google Scholar 

  3. Podilchuk, C.I., Jayant, N.S., Farvardin, N.: Three-Dimensional Subband Coding of Video. IEEE Trans. Image Processing 4(2) (1995)

    Google Scholar 

  4. Levy, I.K., Wilson, R.: Three DimensionalWavelet Transform Video Compression. Proc. of the IEEE Multimedia Systems 2, 924–928 (1999)

    Google Scholar 

  5. Pesquet-Popescu, B., Benetiere, M., Bottreau, V.: Embedded Color Coding For Scalable 3D Wavelet Video Compression. In: Proc. SPIE Visual Commun. (2000)

    Google Scholar 

  6. Antonini, M., Barlaud, M., Mathieu, P., Daubechies, I.: Image Coding Using Wavelet Transform. IEEE Trans. Image Processing 1, 205–220 (1992)

    Article  Google Scholar 

  7. Shapiro, J.M.: Embedded Image Coding Using Zerotrees of Wavelet Coefficients. IEEE Trans. Signal Processing 41(12), 3445–3462 (1993)

    Article  MATH  Google Scholar 

  8. Katsaggelos, A.K.: Iterative Image Restoration Algorithms. Optical Engineering 28(7), 735–748 (1989)

    Google Scholar 

  9. Jain, A.K.: Fundamentals of Digital Image Processing, Prentice-Hall (1989)

    Google Scholar 

  10. Mallat, S., Zhong, S.: Chracterization Of Signals From Multiscale Edges. IEEE Trans. Pattern Analysis and Machine Intelligence 14(7) (1992)

    Google Scholar 

  11. Jung, J.H., Shin, J.H., Paik, J.K.: Spatio-temporally Adaptive Image Sequence Interpolation. In: Proc. 1998 Int. Tech. Conf. Circuits, Systems, Computers, Communications, vol. 1, pp. 43–46 (1998)

    Google Scholar 

  12. Jung, J.H., Joung, S.C., Paik, J.K.: Regularized Constrained Restoration of Wavelet Compressed Image. In: Proc. SPIE Visual Commn. (2000)

    Google Scholar 

  13. Yang, Y., Galantsanos, N.P., Katsaggelos, A.K.: Regularized Reconstruction to Reduce Blocking Artifacts of Block Discrete Cosine Transform Compressed Images. IEEE Trans. Circuits Syst. Video Technol. 3(6), 421–432 (1993)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2004 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Jung, J., Ki, H., Lee, S., Shin, J., Kang, J., Paik, J. (2004). Spatio-temporally Adaptive Regularization for Enhancement of Motion Compensated Wavelet Coded Video. In: Aizawa, K., Nakamura, Y., Satoh, S. (eds) Advances in Multimedia Information Processing - PCM 2004. PCM 2004. Lecture Notes in Computer Science, vol 3333. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30543-9_30

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-30543-9_30

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-23985-7

  • Online ISBN: 978-3-540-30543-9

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics