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2018 | OriginalPaper | Buchkapitel

Fish-Eye Camera Model and Calibration Method

verfasst von : Cuilin Li, Guihua Han, Jianping Ju

Erschienen in: Advances in Intelligent Systems and Interactive Applications

Verlag: Springer International Publishing

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Abstract

Fish-eye camera has been widely used in computer vision, mobile robots, photogrammetry and other fields for its wide-angle imaging. Fish-eye camera should be calibrated before being used, and in this paper, we first introduce several projection models for wide angle cameras, and choose the most commonly used equidistant projection, combined with the lens distortion model, to establish a calibration model for fish-eye camera. Then, by the linearization of the model, the least square solution of both the calibration parameters and the exterior orientation elements is given. Finally, through the experiment, it is concluded that the fish-eye camera calibration model can reach the ideal calibration precision with 0.3 pixels.

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Literatur
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Zurück zum Zitat Kannala, J., Brandt, S.: A generic camera model and calibration method for conventional, wide-angle, and fish-eye lenses. IEEE Trans. Pattern. Anal. Machine Intell. J. 28, 1335–1340, 2006 Kannala, J., Brandt, S.: A generic camera model and calibration method for conventional, wide-angle, and fish-eye lenses. IEEE Trans. Pattern. Anal. Machine Intell. J. 28, 1335–1340, 2006
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Zurück zum Zitat Ricolfe-Viala, Carlos, Sanchez-Salmeron, Antonio-Jose: Lens distortion models evaluation. Appl. Opt. 49, 5914–5928 (2010)CrossRef Ricolfe-Viala, Carlos, Sanchez-Salmeron, Antonio-Jose: Lens distortion models evaluation. Appl. Opt. 49, 5914–5928 (2010)CrossRef
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Zurück zum Zitat Hughes, C., Denny, P. Glavin, M.: Jones, E.: Equidistant fish-eye calibration and rectification by vanishing point extraction. IEEE Trans. Pattern Anal. Machine Intell. 32(12), 2289–2296, (2010) Hughes, C., Denny, P. Glavin, M.: Jones, E.: Equidistant fish-eye calibration and rectification by vanishing point extraction. IEEE Trans. Pattern Anal. Machine Intell. 32(12), 2289–2296, (2010)
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Zurück zum Zitat Lou, J., Li, Y., Liu, Y., Xu, W.: Hemi-cylinder unwrapping algorithm of fish-eye image based on equidistant projection model. In: IEEE International Conference on Multimedia & Expo Workshops, vol. 370, pp. 1–4 (2013) Lou, J., Li, Y., Liu, Y., Xu, W.: Hemi-cylinder unwrapping algorithm of fish-eye image based on equidistant projection model. In: IEEE International Conference on Multimedia & Expo Workshops, vol. 370, pp. 1–4 (2013)
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Metadaten
Titel
Fish-Eye Camera Model and Calibration Method
verfasst von
Cuilin Li
Guihua Han
Jianping Ju
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-69096-4_30