Abstract
In this paper we investigate the relation between camera calibration and structure from motion. A method is presented to analyze the effect of systematic errors and uncertainty in camera calibration on 3D-reconstruction and motion parameters. In two simple examples from stereo with lateral and forward motion the approach is demonstrated. The approach can easily be extended to more complex situations and used for planning and online diagnostics in calibration and structure from motion.
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Y. Aloimonos, R. Chellappa, L. S. Davis, and A. Rosenfeld. Maryland progress in image understanding. In ARPA Image Understanding Workshop, pages 9–20, 1994.
S. Abraham and W. Förstner. Zur automatischen Modell wähl bei der Kalibrierung von CCD-Kameras. In DAGM Symposium Mustererkennung. Springer Verlag Berlin, 1997.
C. Fermüller and Y. Aloimonos. Algorithms-independent stability analysis of structure from motion. Technical Report CS-TR-391, Center fro Automation Research, U. of Maryland, 1996.
R. Hartley. An algorithm for self calibration from several views. In Proc. CVPR, pages 908–912, 1994.
R. Kumar and A. R. Hanson. Robust methods for estimating pose and a sensitivity analysis. CVGIP-IU, 60 (3): 313–342, 1994.
E. M. Mikhail and F. Ackermann. Observations and Least Squares. University Press of America, 1976.
T. Svoboda and P. Sturm. Badly calibrated camera in ego-motion estimation - propagation of uncertainty. In Proc. CA IP. Springer, 1997.
P. Sturm. Critical motion sequences for monocular self-calibration and uncalibrated euclidean reconstruction. In Proc. CVPR, pages 1100–1105, 1997.
W. Wester-Ebbinghaus. Photographischnumerische Bestimmung der geometrischen Abbildungseigenschaften eines optischen Systems. Optik1 55 (3): 253–259, 1980.
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© 1998 Springer-Verlag Berlin Heidelberg
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Abraham, S., Förstner, W. (1998). Calibration Errors in Structure from Motion. In: Levi, P., Schanz, M., Ahlers, RJ., May, F. (eds) Mustererkennung 1998. Informatik aktuell. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-72282-0_11
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DOI: https://doi.org/10.1007/978-3-642-72282-0_11
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-64935-9
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