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Automatic Camera Calibration For Images Of Soccer Match

Authors: Qihe Li; Yupin Luo;

Automatic Camera Calibration For Images Of Soccer Match

Abstract

{"references": ["Z. Zhang, \"A flexible new technique for camera calibration,\" PatternAnalysis and Machine Intelligence, IEEE Transactions on, vol. 22, pp. 1330-1334, 2000.", "F. Szenberg, P. C. P. Carvalho, and M. Gattass, \"Automatic Camera Calibration for Image Sequences of a Football Match,\" presented at ICAPR 2001, pp. 301, Rio de Janeiro, Brazil, 2001.", "X. Meng and Z. Hu, \"A new easy camera calibration technique based on circular points,\" Pattern Recognition, vol. 36, pp. 1155-1164, 2003.", "Y. Wu, H. Zhu, Z. Hu, and F. Wu, \"Camera Calibration from the Quasi-affine Invariance of Two Parallel Circles,\" ECCV 2004, Prague, Czech Republic, pp. 190-202, 2004.", "B.-W. Zhang, D. Liang, and F.-C. Wu, \"Camera self-calibration based on circle,\" presented at Visualization and Optimization Techniques, pp. 286-289, Wuhan, China, 2001.", "B. Prescott and G. F. McLean, \"Line-Based Correction of Radial Lens Distortion,\" Graphical Models and Image Processing, vol. 59, pp. 39-47, 1997.", "R. Hartley and A. Zisserman, Multiple View Geometry in Computer Vision:Cambridge University Press, 2000.", "G. Wang, F. Wu, and Z. Hu, \"Novel approach to circular-points-based camera calibration,\" presented at Second International Conference on Image and Graphics, pp. 830-837, Hefei, China, 2002.", "M. A. Fischler and R. C. Bolles, \"Random Sample Consensus: A Paradigm for Model Fitting with Applications to Image Analysis and Automated Cartography,\" Graphics and Image Processing, vol. 24, pp. 381-395, 1981. [10] C. Chatterjee and V. P. Roychowdhury, \"Algorithms for coplanar camera calibration,\" Machine Vision and Applications, vol. 12, pp. 84-97, 2000. [11] B. Triggs, \"Autocalibration from Planar Scenes,\" presented at ECCV'98, pp. 89, Freiburg, Germany, 1998."]}

Camera calibration plays an important role in the domain of the analysis of sports video. Considering soccer video, in most cases, the cross-points can be used for calibration at the center of the soccer field are not sufficient, so this paper introduces a new automatic camera calibration algorithm focus on solving this problem by using the properties of images of the center circle, halfway line and a touch line. After the theoretical analysis, a practicable automatic algorithm is proposed. Very little information used though, results of experiments with both synthetic data and real data show that the algorithm is applicable.

Keywords

line at infinity., Absolute conic, camera calibration, circular points

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This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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