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Extra Sign Bit Hiding Algorithm Based on Recovery of Transform Coefficients

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Abstract

This paper focuses on applying a new sign bit hiding method to improve the video coding efficiency. Sign bits account for a large proportion of the encoded stream conforming to the latest high efficiency video coding (HEVC) standard; hence, its hiding technique is of great significance. In this paper, an extra sign bit hiding algorithm is proposed. The parity of the sum of the first and last nonzero coefficients in a coefficient group is used to predict the sign bit, and one more bit could be hidden at the coefficient group level based on state-of-the-art algorithms. The proposed algorithm could recover transform coefficients with minor adjustment on multiple sign bit hiding technique in HEVC. Evaluation results on standard test sequences demonstrate \(-\,0.06\)% BD-rate gain compared to well-known multiple sign bit hiding method. Besides, either the quality loss or complexity increase is negligible with the proposed algorithm, which is applicable in real-time processing.

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References

  1. V. Bansal, A.K. Chawla, M.N. Shukla, Reverse scan for transform skip mode in HEVC codec, in IEEE International Conference on Visual Communications and Image Processing (VCIP) (2013), pp. 1–4

  2. G. Bjontegaard, Calculation of average PSNR differences between RD curves. ITU-T SC16/Q6, VCEG-M33 (Austin, Texas, USA, 2001)

  3. G. Bjontegaard, Improvements of the BD-PSNR model. ITU-T SG16/Q6, VCEG-AI11, (Berlin, Germany, 2008)

  4. F. Bossen, Common HM test conditions and software reference configurations, document JCTVC-L1100 of JCT-VC (Geneva, 2013)

  5. M. Budagavi, A. Fuldseth, G. Bjontegaard, V. Sze, M. Sadafale, Core transform design in the high efficiency video coding (HEVC) standard. IEEE J. Sel. Topics Signal Process. 7(6), 1029–1041 (2013)

    Article  Google Scholar 

  6. T.-Y. Huang, H.H. Chen, Efficient quantization based on rate-distortion optimization for video coding. IEEE Trans. Circuits Syst. Video Technol. 26(6), 1099–1106 (2016)

    Article  MathSciNet  Google Scholar 

  7. Joint Collaborative Team on Video Coding (JCT-VC), HM-16.0 reference model: https://hevc.hhi.fraunhofer.de/svn/svn_HEVCSoftware/tags/HM-16.0/

  8. T. Nguyen, P. Helle, M. Winken, B. Bross, D. Marpe, H. Schwarz, T. Wiegand, Transform coding techniques in HEVC. IEEE J. Sel. Topics Signal Process 7(6), 978–989 (2013)

    Article  Google Scholar 

  9. J. Sole, R. Joshi, N. Nguyen, T. Ji, M. Karczewicz, G. Clare, F. Henry, A. Duenas, Transform coefficient coding in HEVC. IEEE Trans. Circuits Syst. Video Technol. 22(12), 1765–1777 (2012)

    Article  Google Scholar 

  10. G.J. Sullivan, J.-R. Ohm, W.-J. Han, T. Wiegand, Overview of the high efficiency video coding (HEVC) standard. IEEE Trans. Circuits Syst. Video Technol. 22(12), 1649–1668 (2012)

    Article  Google Scholar 

  11. J. Wang, X. Yu, D. He, F. Henry, G. Clare, Multiple sign bits hiding for high efficiency video coding, in IEEE International Conference on Visual Communications and Image Processing (VCIP) (2012), pp. 1–6

  12. X. Zhang, O.C. Au, C. Pang, W. Dai, Y. Guo, L. Fang, Additional sign bit hiding of transform coefficients in HEVC, in IEEE International Conference on Multimedia and Expo Workshops (ICMEW) (2013), pp. 1–4

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Acknowledgements

This work has been supported by NSFC Grant Nos. 61401337, 91538101, 61501346, 61502367, the 111 Project (B08038), Fundamental Research Funds for the Central Universities, the Key Research and Development Program of Shaanxi Province and the Ten Thousand Talent Program.

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Correspondence to Rui Song.

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Song, R., Yuan, Y., Li, Y. et al. Extra Sign Bit Hiding Algorithm Based on Recovery of Transform Coefficients. Circuits Syst Signal Process 37, 4128–4135 (2018). https://doi.org/10.1007/s00034-017-0740-1

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  • DOI: https://doi.org/10.1007/s00034-017-0740-1

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