DocumentCode :
1400958
Title :
Simple Camera Calibration From a Single Image Using Five Points on Two Orthogonal 1-D Objects
Author :
Miyagawa, Isao ; Arai, Hiroyuki ; Koike, Hideki
Author_Institution :
NTT Cyber Space Labs., NTT Corp., Yokosuka, Japan
Volume :
19
Issue :
6
fYear :
2010
fDate :
6/1/2010 12:00:00 AM
Firstpage :
1528
Lastpage :
1538
Abstract :
We propose a simple and practical calibration technique that effectively estimates camera parameters from just five points on two orthogonal 1-D objects, each which has three collinear points, one of which is shared. We derive the basic equations needed to realize camera calibration from just five points observed on a single image that captures the objects. We describe a new camera calibration algorithm that estimates the camera parameters based on the basic equations and optimizes them by the bundle adjustment technique. Our method is validated by both computer simulated data and real images. The results show that the camera parameters yielded by our method are close to those yielded by existing methods. The tests demonstrate that our method is both effective and practical.
Keywords :
calibration; cameras; computer vision; bundle adjustment technique; computer data simulation; computer vision; simple camera calibration technique; two orthogonal 1D objects; Bundle adjustment; calibration object; camera calibration; closed-form solution; single image; Algorithms; Calibration; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Pattern Recognition, Automated; Photography; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted;
fLanguage :
English
Journal_Title :
Image Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1057-7149
Type :
jour
DOI :
10.1109/TIP.2010.2042118
Filename :
5404333
Link To Document :
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