Skip to main content

Advertisement

Log in

An adaptive motion compensation method using superimposed inter-frame signals

  • Original Research Paper
  • Published:
Journal of Real-Time Image Processing Aims and scope Submit manuscript

Abstract

In theory, multi-hypothesis motion compensation prediction (MHMCP) can enhance the prediction quality of motion compensation prediction. Traditional MHMCP methods use fixed weightings for the linear combination of the multiple signal sources which may not be optimum. Moreover, MHMCP requires the transmission of more than one motion vector, which will increase the side information to be transmitted. We discovered that using estimated distortion ratio, a weighting pair can be estimated adaptively for the linear combination of two signal blocks to form a prediction block with a lower distortion. The proposed MCP method does not require the transmission of additional side information yet has a better prediction accuracy than conventional motion compensation prediction. In addition, the proposed method has relatively low algorithmic decision overhead. It can be implemented in hardware easily to support the realization of real time high-quality video coding.

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

Access this article

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

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13
Fig. 14
Fig. 15
Fig. 16
Fig. 17
Fig. 18
Fig. 19
Fig. 20
Fig. 21
Fig. 22
Fig. 23
Fig. 24

Similar content being viewed by others

Explore related subjects

Discover the latest articles and news from researchers in related subjects, suggested using machine learning.

References

  1. Sullivan, G.J.: Multi-hypothesis motion compensation for low bit-rate video coding. In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, Minneapolis, Apr 1993, vol. 5, pp. 437–440

  2. Girod, B.: Efficiency analysis of multihypothesis motion-compensated prediction for video coding. IEEE Trans. Image Process. 9(2), 173–183 (2000)

    Article  Google Scholar 

  3. Flierl, M., Wiegand, T., Girod, B.: A locally optimal design algorithm for block-based multi-hypothesis motion-compensated prediction. In: Proceedings of the Data Compression Conference, Snowbird, Utah, Apr 1998, pp. 239–248

  4. Flierl, M., Wiegand, T., Girod, B.: Rate-constrained multihypothesis prediction for motion-compensated video compression. IEEE Trans. Circuits Syst. Video Technol. 12(11), 957–969 (2002)

    Article  Google Scholar 

  5. Kim, C.-S., Kim, R.-C., Lee, S.-U.: Robust transmission of video sequence using double-vector motion compensation. IEEE Trans. Circuits Syst. Video Technol. 11(9), 1011–1021 (2001)

    Article  Google Scholar 

  6. Kung, W.-Y., Kim, C.-S., Jay, C.-C.: Analysis of multihypothesis motion compensated prediction (MHMCP) for robust visual communication. IEEE Trans. Circuits Syst. Video Technol. 16(1), 146–153 (2006)

    Article  Google Scholar 

  7. Suzuki, Y., Boon, C.-S., Tan, T.-K.: Inter frame coding with template matching averaging. In: IEEE International Conference on Image Processing, vol. 3, pp. III-409–III-412 (2007)

  8. Haroun, T., Labeau, F.: Robust multiple hypothesis motion compensated prediction within the H.264/AVC standard. In: 2nd International Conference on Image Processing Theory Tools and Applications (IPTA), pp. 149–153, 7–10 July 2010

  9. Yang, J., Won, K., Joen, B.: Motion vector coding with selection of an optimal predictive motion vector. In: Optical Engineering, vol. 48, no. 1 (2009)

  10. Kamp, S., Evertz, M., Wien, M.: Decoder side motion vector derivation for inter frame video coding. In: IEEE International Conference on Image Processing, pp. 1120–1123 (2008)

  11. Yang, W., Au, O.-C., Pang, C., Dai, J., Zou, F., Wen, X., Liu, Y.: An efficient motion vector coding algorithm based on adaptive predictor selection. In: Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS), pp. 2175–2178, May 30 2010–June 2 2010

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to K.-H. Ng.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Po, LM., Ng, KH., Xu, XY. et al. An adaptive motion compensation method using superimposed inter-frame signals. J Real-Time Image Proc 11, 487–506 (2016). https://doi.org/10.1007/s11554-013-0339-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11554-013-0339-0

Keywords