Very fast global motion estimation using partial data

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 1, Issue , 2007, Pages

  Alzaubi, Hussein ^a   Pan, W David ^a  

^a UNIVERSITY OF ALABAMA IN HUNTSVILLE   (United States)

Author keywords

Computational complexity; Global motion estimation (GME); Levenberg Marquardt algorithm; Perspective model; Subset selection

Indexed keywords

GLOBAL MOTION ESTIMATION (GME); LEVENBERG-MARQUARDT ALGORITHMS; PERSPECTIVE MODELS; SUBSET SELECTION;

COMPUTATIONAL COMPLEXITY; COMPUTATIONAL METHODS; CONVERGENCE OF NUMERICAL METHODS; IMAGE ANALYSIS; OPTIMIZATION;

MOTION ESTIMATION;

EID: 34547531220     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2007.366126     Document Type: Conference Paper

References (9)

1. "MPEG-4 video verification model version 18.0," in; ISO/IEC JTC1/SC29/WG11, N3908, Pisa, Italy, 2001.
2. W. Press, S. Teukolsky, W. Vetterling, and B. Flannery, Numerical Recipes in C: The Art of Scientific Computing, Second Edition. Cambridge University Press, pp. 656-706, 2002.
3. M. T. Heath, Scientific Computing: An Introductory Survey, Second Edition. McGraw-Hill, New York, 2002.
4. F. Dufaux and J. Konrad, "Efficient, robust, and fast global motion estimation for Video coding," IEEE Trans. Image Processing, vol. 9, no. 3, pp. 497-501, March 2000.
5. Y. Keller and A. Averbuch, "Fast gradient methods based on global motion estimation for video compression," IEEE Transactions on Circuits and Systems for Video Technology, vol. 13, no. 4, pp. 300-309, April 2003.
6. Y. Keller and A. Averbuch, "Fast gradient methods based on global motion estimation for video compression," IEEE ICIP, pp. 665-668, 2002.
7. F. Dellaert and R. Collins, "Past image-based tracking by selective pixel integration," ICCV Workshop on Frame-Rate Vision, Corfu, Greece, September 1999.
8. B. Liu and A. Zaccarin, "New fast algorithms for the estimation of block motion vectors," IEEE Transactions on Circuits and Systems for Video Technology, vol. 3, no. 2, pp. 148-157, April 1993.
9. Y.-L. Chan and W.-C. Siu, "New adaptive pixel decimation for block motion vector estimation," IEEE Transactions on Circuits and Systems for Video Technology, vol. 6, no. 1, pp. 113-118, February 1996.