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Quality Variation Control for Three-Dimensional Wavelet-Based Video Coders

Abstract

The fluctuation of quality in time is a problem that exists in motion-compensated-temporal-filtering (MCTF-) based video coding. The goal of this paper is to design a solution for overcoming the distortion fluctuation challenges faced by wavelet-based video coders. We propose a new technique for determining the number of bits to be allocated to each temporal subband in order to minimize the fluctuation in the quality of the reconstructed video. Also, the wavelet filter properties are explored to design suitable scaling coefficients with the objective of smoothening the temporal PSNR. The biorthogonal 5/3 wavelet filter is considered in this paper and experimental results are presented for 2D+t and t+2D MCTF wavelet coders.

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References

  1. Said A, Pearlman WA: A new, fast, and efficient image codec based on set partitioning in hierarchical trees. IEEE Transactions on Circuits and Systems for Video Technology 1996,6(3):243-250. 10.1109/76.499834

    Article  Google Scholar 

  2. Shapiro JM: Embedded image coding using zerotrees of wavelet coefficients. IEEE Transactions on Signal Processing 1993,41(12):3445-3462. 10.1109/78.258085

    Article  MATH  Google Scholar 

  3. Christopoulos C, Skodras A, Ebrahimi T: The JPEG2000 still image coding system: an overview. IEEE Transactions on Consumer Electronics 2000,46(4):1103-1127. 10.1109/30.920468

    Article  Google Scholar 

  4. Andreopoulos Y, Munteanu A, Barbarien J, van der Schaar M, Cornelis J, Schelkens P: In-band motion compensated temporal filtering. Signal Processing: Image Communication 2004,19(7):653-673. 10.1016/j.image.2004.05.007

    Google Scholar 

  5. Wang Y, Cui S, Fowler JE: 3D video coding using redundant-wavelet multihypothesis and motion-compensated temporal filtering. Proceedings of IEEE International Conference on Image Processing (ICIP '03), September 2003, Barcelona, Spain 2: 755-758.

    Google Scholar 

  6. Li X: Scalable video compression via overcomplete motion compensated wavelet coding. Signal Processing: Image Communication 2004,19(7):637-651. 10.1016/j.image.2004.05.006

    Google Scholar 

  7. Seran V, Kondi LP: 3D based video coding in the overcomplete discrete wavelet transform domain with reduced delay requirements. Proceedings of IEEE International Conference on Image Processing (ICIP '05), September 2005, Genova, Italy 3: 233-236.

    Google Scholar 

  8. Secker A, Taubman D: Lifting-based invertible motion adaptive transform (LIMAT) framework for highly scalable video compression. IEEE Transactions on Image Processing 2003,12(12):1530-1542. 10.1109/TIP.2003.819433

    Article  Google Scholar 

  9. Hsiang ST, Woods JW: Embedded video coding using motion compensated 3-D subband/wavelet filter bank. Proceedings of the Packet Video Workshop, May 2000, Sardinia, Italy

    Google Scholar 

  10. Golwelkar A, Woods JW: Scalable video compression using longer motion compensated temporal filters. Visual Communications and Image Processing, July 2003, Lugano, Switzerland, Proceedings of SPIE 5150: 1406-1416.

    Google Scholar 

  11. Pau G, Tillier C, Pesquet-Popescu B, Heijmans H: Motion compensation and scalability in lifting-based video coding. Signal Processing: Image Communication 2004,19(7):577-600. 10.1016/j.image.2004.05.003

    Google Scholar 

  12. Hanke K, Ohm J-R, Rusert T: Adaptation of filters and quantization in spatio-temporal wavelet coding with motion compensation. Proceedings of the IEEE International Picture Coding Symposium (PCS '03), April 2003, Saint Malo, France 49-54.

    Google Scholar 

  13. Chang C-L, Mavlankar A, Girod B: Analysis on quantization error propagation for motion-compensated lifted wavelet video coding. Proceedings of the 7th IEEE International Workshop on Multimedia Signal Processing (MMSP '05), October-November 2005, Shanghai, China

    Google Scholar 

  14. Mavlankar A, Steinbach E: Distortion prediction for motion-compensated lifted Haar wavelet transform and its application to rate allocation. Proceedings of the IEEE International Picture Coding Symposium (PCS '04), December 2004, San Francisco, Calif, USA 533-538.

    Google Scholar 

  15. Mavlankar A, Han S-E, Chang C-L, Girod B: A new update step for reduction of PSNR fluctuations in motion-compensated lifted wavelet video coding. Proceedings of the 7th IEEE International Workshop on Multimedia Signal Processing (MMSP '05), October-November 2005, Shanghai, China

    Google Scholar 

  16. Munteanu A, Andreopoulos Y, van der Schaar M, Schelkens P, Cornelis J: Control of the distortion variation in video coding systems based on motion compensated temporal filtering. Proceedings of IEEE International Conference on Image Processing (ICIP '03), September 2003, Barcelona, Spain 2: 61-64.

    Google Scholar 

  17. Chen Y, Xu J, Wu F, Xiong H: Quality-fluctuation-constrained rate allocation for MCTF-based video coding. Visual Communications and Image Processing, January 2006, San Jose, Calif, USA, Proceedings of SPIE 6077:

    Google Scholar 

  18. van der Schaar M, Turaga DS: Unconstrained motion compensated temporal filtering (UMCTF) framework for wavelet video coding. Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '03), April 2003, Hong Kong 3: 81-84.

    Google Scholar 

  19. Mehrseresht N, Taubman D: An efficient content-adaptive MC 3D-DWT with enhanced spatial and temporal scalability. Proceedings of the IEEE International Conference on Image Processing (ICIP '04), October 2004, Singapore 2: 1329-1332.

    Google Scholar 

  20. Seran V, Kondi LP: Distortion fluctuation control for 3D wavelet based video coding. Visual Communications and Image Processing, January 2006, San Jose, Calif, USA, Proceedings of SPIE 6077:

    Google Scholar 

  21. Seran V, Kondi LP: New scaling coefficients for biorthogonal filter to control distortion variation in 3D wavelet based video coding. Proceedings of the IEEE International Conference on Image Processing (ICIP '06), October 2006, Atlanta, Ga, USA

    Google Scholar 

  22. Taubman DS, Marcellin MW: JPEG2000, Image Compression Fundamentals, Standards and Practice. Kluwer Academic, Boston, Mass, USA; 2002.

    Book  Google Scholar 

  23. Cheng P-Y, Li J, Kuo C-CJ: Rate control for an embedded wavelet video coder. IEEE Transactions on Circuits and Systems for Video Technology 1997,7(4):696-702. 10.1109/76.611180

    Article  Google Scholar 

  24. Park H-W, Kim H-S: Motion estimation using low-band-shift method for wavelet-based moving-picture coding. IEEE Transactions on Image Processing 2000,9(4):577-587. 10.1109/83.841935

    Article  Google Scholar 

  25. Kim B-J, Xiong Z, Pearlman WA: 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 2000,10(8):1374-1387. 10.1109/76.889025

    Article  Google Scholar 

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Correspondence to Vidhya Seran.

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Open Access This article is distributed under the terms of the Creative Commons Attribution 2.0 International License (https://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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Seran, V., Kondi, L. Quality Variation Control for Three-Dimensional Wavelet-Based Video Coders. J Image Video Proc 2007, 083068 (2007). https://doi.org/10.1155/2007/83068

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