Abstract
In this paper, a simple and robust method to determine the motion of a single camera installed on a wheeled vehicle is proposed. Under the constraint of the motion of a wheeled vehicle, it will be shown that three correspondent points between two frames are enough to recover a camera motion. The high performance of the proposed method will be demonstrated through the simulation and experiential results in comparison with the famous 8-point and 5-point methods.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Bay, H., Tuytelaars, T., Van Gool, L.: SURF: Speeded Up Robust Features. In: Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006, Part I. LNCS, vol. 3951, pp. 404–417. Springer, Heidelberg (2006)
Nistér, D.: An Efficient Solution to the Five-Point Relative Pose Problem. IEEE Trans. Pattern Anal. Mach. Intell. 26(6), 756–777 (2004)
Longuet-Higgins, H.C.: A Computer Algorithm for Reconstructing a Scene from Two Projections. Readings in Computer Vision 293, 133–135 (1981)
Strasdat, H.: Scale Drift-Aware Large Scale Monocular SLAM. In: Proceedings of Robotics: Science and Systems, Zaragoza, Spain (June 2010)
Hongdong, L., Richard, H.: Five-Point Motion Estimation Made Easy. In: 18th International Conference on Pattern Recognition, pp. 630–633 (2006)
Zhao, L., et al.: Parallax Angle Parametrization for Monocular SLAM. In: IEEE International Conference on Robotics and Automation, pp. 3117–3124 (2011)
Fischler, M.A., Bolles, R.C.: Random Sample Consensus: A Paradigm for Model Fitting with Applications to Image Analysis and Automated Cartography. Commun. ACM 24(6), 381–395 (1981)
Mirabdollah, M.H., Mertsching, B.: Monocular SLAM: Using Trapezoids to Model Landmark Uncertainties. In: Proceeding of IEEE International Conference on Robotics and Biomimetics (2012)
Luong, Q., et al.: On Determining the Fundamental Matrix: Analysis of Different Methods and Experimental Results (1993)
Hartley, R.: In Defense of the Eight-Point Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. 19(6), 580–593 (1997)
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(1), 13–27 (1984)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Mirabdollah, M.H., Mertsching, B. (2013). Motion Recovery of a Single Camera Installed on a Wheeled Vehicle. In: Kamel, M., Campilho, A. (eds) Image Analysis and Recognition. ICIAR 2013. Lecture Notes in Computer Science, vol 7950. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-39094-4_47
Download citation
DOI: https://doi.org/10.1007/978-3-642-39094-4_47
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-39093-7
Online ISBN: 978-3-642-39094-4
eBook Packages: Computer ScienceComputer Science (R0)