Calibration Accuracy and Reconstruction Accuracy of Stereovision System

Article Preview

Abstract:

Error of stereovision reconstruction comes from feature extraction, correspondence and calibration. This paper is focused on investigation of the relation between reconstruction accuracy and calibration accuracy of a stereovision. A model of stereovision system is established, which consists of two cameras configured with their coordinate not paralleled. An array of points in the common view field of the two cameras is projected onto the image planes of the left and right cameras respectively and forms the left image and right image. After changing the calibration parameters of the stereovision system, including intrinsic parameters of the cameras and their relative position and pose, the array of points are reconstructed and compared with their original positions. The main factors affecting the reconstruction errors are discussed.

You might also be interested in these eBooks

Info:

Periodical:

Pages:

1499-1503

Citation:

Online since:

June 2013

Export:

Price:

Permissions CCC:

Permissions PLS:

Сopyright:

© 2013 Trans Tech Publications Ltd. All Rights Reserved

Share:

Citation:

[1] JIA Yunde and QIN Xiameng, An Embedded Calibration Stereovision System, Proc. of 2012 Intelligent Vehicles Symposium, pp.1072-1077.

DOI: 10.1109/ivs.2012.6232133

Google Scholar

[2] W. Kim, A. Ansar, R. Steele, and R. Steinke, Performance analysis and validation of a stereo vision system, Proc. of IEEE Int. Conf. Syst., Man, Cybern., 2005, vol. 2, p.1409–1416.

DOI: 10.1109/icsmc.2005.1571344

Google Scholar

[3] Giuseppe Di Leo, Consolatina Liguori, and Alfredo Paolillo, Covariance Propagation for the Uncertainty Estimation in Stereo Vision, IEEE Transactions On Instrumentation and Meassurement, 2011, VOL. 60, NO. 5, 1664 – 1673.

DOI: 10.1109/tim.2011.2113070

Google Scholar

[4] D. Scharstein and R. Szeliski, A Taxonomy and Evaluation of Dense Two-Frame Stereo Correspondence Algorithms, Int. J. Computer Vision, vol. 47, pp.7-42, 2002.

DOI: 10.1109/smbv.2001.988771

Google Scholar

[5] Neus Sabater, Andre´s Almansa, and Jean-Michel Morel, Meaningful Matches in Stereovision, EEE Trans Pattern Anal Mach Intell 2012 May;34 (5): 930-942.

DOI: 10.1109/tpami.2011.207

Google Scholar

[6] J. Chen, Z. Ding, and F. Yuan, Theoretical uncertainty evaluation of stereo reconstruction, Proc. of 2nd Int. Conf. Bioinformatics Biomed. Eng., May 16–18, 2008, p.2378–2381.

Google Scholar

[7] K. Kanatani, Y. Sugaya, and H. Niitsuma, Triangulation from two views revisited: Hartley–Sturm vs. optimal correction, in Proc. 19th Brit. Mach. Vis. Conf., Leeds, U.K., Sep. 2008, p.173–182.

DOI: 10.5244/c.22.18

Google Scholar

[8] Murray, R. M., Li, Z., and Sastry, S. S., A Mathematical Introduction to Robotic Manipulation, Boca Raton, FL: CRC Press, 1994, 26-28.

Google Scholar