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A Decoupled Calibration Method for Camera Intrinsic Parameters and Distortion Coefficients
Joint Authors
Liu, Enhai
Yan, Kun
Tian, Hong
Zhao, Rujin
Hong, Yuzhen
Zuo, Dan
Source
Mathematical Problems in Engineering
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-12-29
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
Camera calibration is a necessary process in the field of vision measurement.
In this paper, we propose a flexible and high-accuracy method to calibrate a camera.
Firstly, we compute the center of radial distortion, which is important to obtain optimal results.
Then, based on the radial distortion of the division model, the camera intrinsic parameters and distortion coefficients are solved in a linear way independently.
Finally, the intrinsic parameters of the camera are optimized via the Levenberg-Marquardt algorithm.
In the proposed method, the distortion coefficients and intrinsic parameters are successfully decoupled; calibration accuracy is further improved through the subsequent optimization process.
Moreover, whether it is for relatively small image distortion or distortion larger image, utilizing our method can get a good result.
Both simulation and real data experiment demonstrate the robustness and accuracy of the proposed method.
Experimental results show that the proposed method can be obtaining a higher accuracy than the classical methods.
American Psychological Association (APA)
Yan, Kun& Tian, Hong& Liu, Enhai& Zhao, Rujin& Hong, Yuzhen& Zuo, Dan. 2016. A Decoupled Calibration Method for Camera Intrinsic Parameters and Distortion Coefficients. Mathematical Problems in Engineering،Vol. 2016, no. 2016, pp.1-12.
https://search.emarefa.net/detail/BIM-1111714
Modern Language Association (MLA)
Yan, Kun…[et al.]. A Decoupled Calibration Method for Camera Intrinsic Parameters and Distortion Coefficients. Mathematical Problems in Engineering No. 2016 (2016), pp.1-12.
https://search.emarefa.net/detail/BIM-1111714
American Medical Association (AMA)
Yan, Kun& Tian, Hong& Liu, Enhai& Zhao, Rujin& Hong, Yuzhen& Zuo, Dan. A Decoupled Calibration Method for Camera Intrinsic Parameters and Distortion Coefficients. Mathematical Problems in Engineering. 2016. Vol. 2016, no. 2016, pp.1-12.
https://search.emarefa.net/detail/BIM-1111714
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1111714