Robust Motion Estimation for Calibrated Cameras from Monocular Image Sequences

Computer Vision and Image Understanding

Volumn 73, Issue 2, 1999, Pages 258-268

  Wagner, Robert ^a   Liu, Feiyu ^b   Donner, Klaus ^a  

^a UNIVERSITY OF PASSAU   (Germany)

^b BMW AG   (Germany)

Author keywords

Computer vision; Image sequence analysis; Motion estimation; Perspective geometry; Two view analysis

Indexed keywords

CALIBRATION; CAMERAS; IMAGE ANALYSIS; MATHEMATICAL MODELS;

IMAGE SEQUENCES; MONOCULAR IMAGES; MOTION ESTIMATION;

COMPUTER VISION;

EID: 0033078572     PISSN: 10773142     EISSN: None     Source Type: Journal    
DOI: 10.1006/cviu.1998.0739     Document Type: Article

References (26)

1. Roach J. W., Aggarwal J. K. Determing the movement of objects from a sequence of images. IEEE Trans. Patt. Anal. Mach. Intell. 2:1980;554-562.
2. Tsai R. Y., Huang T. S. Uniqueness and estimation of three-dimensional motion parameters of rigid objects with curved surfaces. IEEE Trans. Pattern Anal. Mach. Intell. 6:1984;13-27.
3. Longuet-Higgins H. C. A computer algorithm for reconstructing a scene from two projections. Nature. 293:1981;133-135.
4. M. E. Spetsakis, J. Aloimonos, Optimal computing of structure from motion using point correspondences, Proceedings, 2nd International Conference on Computer Vision, Tampa, December 1988, 449, 453.
5. Weng J., Huang T. S., Ahuja N. Motion and Structure from Image Sequences. 1993.
6. Weng J., Huang T. S., Ahuja N. Optimal motion and structure estimation. IEEE Trans. Pattern Anal. Mach. Intell. 15:1993;864-884.
7. Philip J. Estimation of three-dimensional motion of rigid objects from noisy observations. IEEE Trans. Pattern Anal. Mach. Intell. 13:1991;61-66.
8. K. Daniilidis, H.-H. Nagel, Analytical results on error sensitivity of motion estimation from two views, Proceedings, First European Conference on Computer Vision, Antibes, France, April 1990, 199, 208.
9. Kanatani K. Unbiased estimation and statistical analysis of 3-D rigid motion from two views. IEEE Trans. Pattern Anal. Mach. Intell. 15:1993;37-50.
10. Horn B. K. P. Relative orientation. Int. J. Comput. Vision. 4:1990;59-78.
11. Earnshaw A. M., Blostein S. D. The performance of camera translation direction estimators from optical flow: Analysis, comparison and theoretical limits. IEEE Trans. Pattern Anal. Mach. Intell. 18:1996;927-932.
12. Huang T. S., Netravali A. N. Motion and structure from feature correspondences: A review. Proc. IEEE. 82:1994;252-268.
13. Daniilidis K., Spetsakis M. Understanding noise sensitivity in structure from motion. Visual Navigation. 1996;61-88.
14. Maybank S. J. Theory of Reconstruction from Image Motion. 1993.
15. Kanatani K. Geometric Computation for Machine Vision. 1993.
16. Kanatani K. Statistical Optimization for Geometric Computation: Theory and Practice. 1996.
17. O. D. Faugeras, Q. T. Luong, S. J. Maybank, Camera self-calibration: Theory and experiments, Proceedings, 2nd European Conference on Computer Vision, Santa Margherita Ligure, Italy, May 1992, 321, 334.
18. Luong Q. T., Faugeras O. D. The fundamental matrix: Theory, algorithms and stability analysis. Int. J. Comput. Vision. 17:1996;43-75.
19. Faugeras O. D., Robert L. What can two images tell us about a third one? Int. J. Comput. Vision. 18:1996;5-19.
20. Viéville T., Faugeras O. D., Luong Q. T. Motion of points and lines in the uncalibrated case. Int. J. Comput. Vision. 17:1996;7-41.
21. Tsai R. Y. A versatile camera calibration technique for high-accuracy 3D machine vision metrology using off-the-shelf TV cameras and lenses. IEEE J. Robotics Automat. 3:1987;323-344.
22. Weng J., Cohen P., Herniou M. Camera calibration with distortion models and accuracy evaluation. IEEE Trans. Pattern Anal. Mach. Intell. 14:1992;965-980.
23. Shah S., Aggarwal J. K. Intrinsic parameter calibration procedure for a (high-distortion) fish-eye lens camera with distortion model and accuracy estimation. Pattern Recog. 29:1996;1775-1788.
24. Z. Zhang, On the epipolar geometry between two images with lens distortion, Proceedings, 13th International Conference on Pattern Recognition, Vienna, Austria, August 1996, 407, 411.
25. Wagner R., Donner K., Liu F. Fakultät für Mathematik und Informatik. A "Half-Perspective" Approach to Robust Ego-Motion Estimation for Calibrated Cameras. 1997.
26. C. Harris, M. Stephens, A combined corner and edge detector, Proceedings, 4th Alvey Vision Conference, Manchester, UK, August 1988, 147, 151.