Error-in-variables likelihood functions for motion estimation

IEEE International Conference on Image Processing

Volumn 3, Issue , 2003, Pages 77-80

  Nestares, Oscar ^a   Fleet, David J ^b  

^a INSTITUTO DE ÓPTICA   (Spain)

^b PALO ALTO RESEARCH CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; COMPUTER SIMULATION; COMPUTER VISION; CONSTRAINT THEORY; CONVERGENCE OF NUMERICAL METHODS; ERROR ANALYSIS; GAUSSIAN NOISE (ELECTRONIC); LINEAR SYSTEMS; MAXIMUM LIKELIHOOD ESTIMATION; MONTE CARLO METHODS; PROBLEM SOLVING; SIGNAL TO NOISE RATIO;

HETEROSCEDASTIC ESTIMATION;

MOTION ESTIMATION;

EID: 0344703661     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Y. Kanazawa and K. Kanatani, "Optimal line fitting and reliability evaluation," IEICE Trans. Inf. & Syst., vol. E79-D, no. 9, pp. 1317-1322, 1996.
2. B. K. Horn and B. G. Schunck, "Determining optical flow," Artificial Intelligence, vol. 17, pp. 185-203, 1981.
3. R. Mester and M. Münlich, "Improving motion and orientation estimation using an equilibrated total least squares approach," Proc. IEEE ICIP, Thessaloniki, 2001, pp. 929-932.
4. A. D. Jepson and D. J. Heeger, "Linear subspace methods for recovering the translation direction," in Spatial Vision in Humans and Robots, L Harris and M Jenkin, Eds., pp. 39-62. Cambridge University Press, New York, 1993.
5. B. Matei and P. Meer, "A general method for errors-in-variables problems in computer vision," Proc. IEEE CVPR, Hilton Head, 2000, pp. 18-25.
6. S. Van Huffel and J. Vandewalle, The Total Least Squares Problem, SIAM, Philadelphia, 1991.
7. O. Nestares, D. J. Fleet, and D. J. Heeger, "Likelihood functions and confidence bounds for total-least-squares problems," Proc. IEEE CVPR, Hilton Head, 2000, pp. 523-530.
8. S. F. Gull, "Bayesian data analysis: Straight-line fitting," in Maximum Entropy and Bayesian Methods, J Skilling, Ed., pp. 511-518. Kluwer Academic Publishers, 1989.
9. W. J. MacLean, "Removal of translation bias when using subspace methods," Proc. IEEE ICCV, Corfu, 1999, pp. 753-758.
10. J. Barron, D. Fleet, S. Beauchemin, and T. Burkitt, "Performance of optical flow techniques," Int. J. of Comp. Vis., vol. 12, pp. 43-77, 1994.