Skip to main content

Efficient CU Splitting Method for HEVC Intra Coding Based on Visual Saliency

  • Conference paper
  • First Online:
Advances in Visual Computing (ISVC 2016)

Part of the book series: Lecture Notes in Computer Science ((LNIP,volume 10073))

Included in the following conference series:

  • 1839 Accesses

Abstract

Intra coding with quadtree partition structure is a critical feature in the new High Efficiency Video Coding standard and it also causes a dramatic increase in computational complexity. In this paper, based on the visual saliency detection, an efficient CU splitting method is proposed for HEVC intra coding to reduce the complexity of computation. Experimental results show that the proposed method can reduces the coding complexity of the current HM to about 46.15% with only 0.1791% increases in BD rate and 0.0542 dB PSNR losses.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

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

    Article  Google Scholar 

  2. Ohm, J.-R., Sullivan, G.J., Schwarz, H., Tan, T.K., Wiegand, T.: Comparison of the coding efficiency of video coding standards - including high efficiency video coding (HEVC). IEEE Trans. Circuits Syst. Video Technol. 22(12), 1669–1684 (2012)

    Article  Google Scholar 

  3. Kim, G., Yim, C.: Adaptive CU splitting and pruning method for HEVC intra coding. Electron. Lett. 50(10), 748–750 (2014)

    Article  Google Scholar 

  4. Shen, L., Zhang, Z., Liu, Z.: Effective CU size decision for HEVC intracoding. IEEE Trans. Image Process. 23(10), 4232–4241 (2014)

    Article  MathSciNet  Google Scholar 

  5. Cho, S., Kim, M.: Fast CU splitting and pruning for suboptimal CU partitioning in HEVC intra coding. IEEE Trans. Circuits Syst. Video Technol. 23(9), 1555–1564 (2013)

    Article  Google Scholar 

  6. Meng, Z., Huihui, B., Meiqin, L., Anhong, W., Mengmeng, Z., Yao, Z.: Just noticeable difference based fast coding unit partition in HEVC intra coding. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. E97A(12), 2680–2683 (2014)

    Google Scholar 

  7. Lee, J.-S., Ebrahimi, T.: Perceptual video compression: a survey. IEEE J. Sel. Top. Sig. Process. 6(6), 684–697 (2012)

    Article  Google Scholar 

  8. Hadizadeh, H., Bajić, I.V.: Saliency-aware video compression. IEEE Trans. Image Process. 23(1), 19–33 (2014)

    Article  MathSciNet  Google Scholar 

  9. Seo, H.J., Milanfar, P.: Static and space-time visual saliency detection by self-resemblance. J. Vis. 9(12), 1–27 (2009)

    Article  Google Scholar 

  10. McCann, K., Bross, B., Han, W.-J., Kim, I.K., Sugimoto, K., Sullivan, G.J.: High efficiency video coding (HEVC) test model 13 (HM 13) encoder description. In: Document JCTVC-O1002, ITU-T/ISO/IEC Joint Collaborative Team on Video Coding (JCT-VC), Geneva, Switzerland, October 2013

    Google Scholar 

  11. Bossen, F.: Common test conditions and software reference configurations. In: Joint Collaborative Team on Video Coding (JCT-VC) of ITU-T SG16 WP3 and ISO/IEC JTC1/SC29/WG11, Document: JCTVC-B300, 2nd Meeting, Geneva, July 2010

    Google Scholar 

  12. Bjontegaard, G.: Calculation of average PSNR difference between RD-curves. In: 13th VCEG-M33 Meeting, Austin, TX, April 2001

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Wei Zhou .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2016 Springer International Publishing AG

About this paper

Cite this paper

Zhou, X., Shi, G., Zhou, W. (2016). Efficient CU Splitting Method for HEVC Intra Coding Based on Visual Saliency. In: Bebis, G., et al. Advances in Visual Computing. ISVC 2016. Lecture Notes in Computer Science(), vol 10073. Springer, Cham. https://doi.org/10.1007/978-3-319-50832-0_8

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-50832-0_8

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-50831-3

  • Online ISBN: 978-3-319-50832-0

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics