DocumentCode :
3306982
Title :
A Grid Recognition-Based Calibration Algorithm for Measuring System
Author :
Xiang, Lina ; Lan, Zhangli ; Zhang, Hong
Author_Institution :
Sch. of Inf. Sci. & Eng., Chongqing Jiaotong Univ., Chongqing, China
fYear :
2012
fDate :
12-14 Jan. 2012
Firstpage :
443
Lastpage :
446
Abstract :
To achieve the calibration parameters of vision measurement system, this paper presents a new camera calibration method based on grid recognition. The calibration is implemented by acquiring the corresponding relations between the world coordinates and pixel coordinates of the planar gridding target image captured by camera. Meanwhile, the pixel coordinates of the target image are detected separately by getting the binary image with the Otsu binarization algorithm, recognizing the target grid point using the improved hit-or-miss transform (HMT), removing the interferences according to the geometrical features of the grid, correcting the system distortion by the least square fitting and bilinear interpolation algorithm, and achieving the accurate pixel coordinates finally. The precision, feasibility, and reliability are verified by experiments, results shows that the proposed camera calibration method is suitable for image measurement systems, displacement measurement systems and other engineering applications.
Keywords :
calibration; cameras; computerised instrumentation; curve fitting; displacement measurement; image denoising; image recognition; interpolation; least squares approximations; measurement systems; transforms; Otsu binarization algorithm; bilinear interpolation algorithm; binary image; calibration parameters; camera calibration method; displacement measurement system; grid recognition-based calibration algorithm; hit-or-miss transform; image measurement system; interference removal; least square fitting; pixel coordinates; planar gridding target image; target grid point recognition; vision measurement system; world coordinates; Calibration; Cameras; Equations; Mathematical model; Pattern recognition; Three dimensional displays; Transforms; HMT; camera calibration; distortion correction; grid recognition; planar gridding target;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Computation Technology and Automation (ICICTA), 2012 Fifth International Conference on
Conference_Location :
Zhangjiajie, Hunan
Print_ISBN :
978-1-4673-0470-2
Type :
conf
DOI :
10.1109/ICICTA.2012.117
Filename :
6150137
Link To Document :
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