Rate-constrained motion estimation using Kalman filter

Journal of Visual Communication and Image Representation

Volumn 17, Issue 4, 2006, Pages 929-946

  Chung, Shu Chiang ^a   Kuo, Chung Ming ^a   Shih, Po Yi ^a  

^a I SHOU UNIVERSITY   (Taiwan)

Author keywords

Kalman filter; Motion model; R D motion estimation

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; CONSTRAINT THEORY; CORRELATION METHODS; COSTS; KALMAN FILTERING; MATHEMATICAL MODELS; OPTIMIZATION;

COMPUTATIONAL COSTS; CORRELATIONS; MOTION MODELS; R-D MOTION ESTIMATION;

MOTION ESTIMATION;

EID: 33646786136     PISSN: 10473203     EISSN: 10959076     Source Type: Journal    
DOI: 10.1016/j.jvcir.2005.06.004     Document Type: Article

References (25)

1. Jain J.R., and Jain A.K. Displacement measurement and its application in interframe image coding. IEEE Trans. Commun. 29 12 (1981) 1799-1808
2. T. Koga, K. Iinuma, A. Hirano, Y. Iijima, T. Ishiguro, Motion-compensated interframe coding for video conferencing, in: Proceedings of the NTC81, New Orleans, LA, 1981, C9.6.1-9.6.5.
3. Srinivasan R., and Rao K. Predictive coding based on efficient motion estimation. IEEE Trans. Commun. 33 8 (1985) 888-896
4. ISO/IEC 14496-2, MPEG-4 visual fixed draft international standard, ISO/IEC, Oct. 1998.
5. MPEG Video Group, MPEG-4 video verification model version 18.0, ISO/IEC JTC1/SC29/WG11 N3908, Pisa, Jan. 2001.
6. ITU Telecom, Standardization sector of ITU, Video coding for low bitrate communication, ITU-T Recommendation H.263, Mar. 1996.
7. ITU Telecom, Standardization sector of ITU, Video coding for low bitrate communication, Draft ITU-T Recommendation H.263 Version 2, Sept. 1997.
8. Li H., Lundmark A., and Forchheimer R. Image sequence coding at very low-bit bitrates: a review. IEEE Trans. Image Processing 3 5 (1994) 589-609
9. Wiegand T., Lightstone M., Mukherjee D., Cambell T.G., and Mitra S.K. Rate-distortion optimized mode selection for very low bit rate video coding and the emerging H.263 standard. IEEE Trans. Circuits Syst. Video Technol. 6 2 (1996) 182-190
10. Kossentini F., Lee Y.-W., Smith M.J.T., and Ward R.K. Predictive RD optimized motion estimation for very low bit rate video coding. IEEE J. Select. Areas Commun. 15 9 (1997) 1752-1763
11. Hoang D.T., Long P.M., and Vitter J.S. Efficient cost measure for motion estimation at low bit rate. IEEE Trans. Circuits Syst. Video Technol. 8 4 (1998) 488-500
12. B. Girod, Rate-constrained motion estimation, in: Proceedings of the SPIE Visual Communication and Image Processing, vol. 2308, Nov. 1994, pp. 1026-1034.
13. Chen M.C., and Willson A.N. Rate-distortion optimal motion estimation algorithm for motion-compensated transform video coding. IEEE Trans. Circuits Syst. Video Technol. 8 2 (1998) 147-158
14. Coban M.Z., and Mersereau R.M. A fast exhaustive search algorithm for rate-constrained motion estimation. IEEE Trans. Image Processing 7 5 (1998) 769-773
15. Ju J.C.H., Chen Y.K., and Kung S.Y. A fast rate-optimized motion estimation algorithm for low-bit-rate video coding. IEEE Trans. Circuits Syst. Video Technol. 9 7 (1999) 994-1002
16. Sheila Y.Y., and Hemami S. Generalized rate-distortion optimization for motion-compensated video coders. IEEE Trans. Circuits Syst. Video Technol. 10 6 (2000) 942-955
17. Orchard M.T., and Sullivan G.J. Overlapped block motion compensation: an estimation-theoretic approach. IEEE Trans. Image Processing 3 5 (1994) 693-699
18. Su J.K., and Mersereau R.M. Motion estimation methods for overlapped block motion compensation. IEEE Trans. Image Processing 9 9 (2000) 1509-1521
19. Draft ITU-T Recommendation and Final Draft International Standard of Joint Video Specification (ITU-T Rec. H.264 {minus 45 degree rule}ISO/IEC 14 496-10AVC) Joint Video Team (JVT), Mar. 2003, Doc. JVT-G050.
20. Wiegand T., Sullivan G., Bjøntegaard G., and Luthra A. Overview of the H.264/AVC video coding standard. IEEE Trans. Circuits Syst. Video Technol. 13 (2003) 560-576
21. C.K. Chui, G. Chen, in: Kalman Filtering with Real-Time Applications, Springer Series in Information Sciences, vol. 17, Springer, New York, 1987.
22. Grewal M.S., and Andrews A.P. Kalman Filtering Theory and Practice (1993), Prentice-Hall, Englewood Cliffs
23. Kuo C.M., Hsieh C.H., Jou Y.D., Lin H.C., and Lu P.C. Motion estimation for video compression using Kalman filtering. IEEE Trans. Broadcast. 42 2 (1996) 110-116
24. Kuo C.M., Hsieh C.H., Lin H.C., and Lu P.C. Motion estimation algorithm with Kalman filter. IEE Electron. Lett. 30 15 (1994) 1204-1206
25. Kuo C.M., Chung S.C., and Shih P.Y. Performance enhancement for rate-constrained motion estimation using Kalman filter. SPIE-Opt. Eng. 43 11 (2004) 2707-2714