DocumentCode :
467780
Title :
A Skew Distortion Correction Method for 2D Bar Code Images Based on Vanishing Points
Author :
Xu, Xiao-wei ; Wang, Zhi-Yan ; Zhang, Yan-qing ; Liang, Ying-hong
Author_Institution :
Univ. of Technol., Guangzhou
Volume :
3
fYear :
2007
fDate :
19-22 Aug. 2007
Firstpage :
1652
Lastpage :
1656
Abstract :
The skew distortion is the crucial problem that influences the procession for the 2D bar code image recognition. However, as a result of the skew distortion, the vanishing points provide valuable information concerning the camera model used to capture the image. In this paper, a robust and fast algorithm for skew distortion correction in 2D bar code images based on vanishing points is put forward. This method includes three steps: detecting vanishing points in an image, calibrating camera model coefficients and correcting skew distortion. Experimental results show this method performs well and increases the recognition rate.
Keywords :
bar codes; cameras; distortion; image recognition; 2D bar code image recognition; camera model coefficient calibration; image capturing; skew distortion correction method; vanishing point detection; Calibration; Cameras; Computer science; Cybernetics; Image recognition; Least squares methods; Machine learning; Nonlinear distortion; Rate distortion theory; Robustness; 2D bar code; Camera calibration; Skew distortion correction; Skew distortion detection; Vanishing points;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-0973-0
Electronic_ISBN :
978-1-4244-0973-0
Type :
conf
DOI :
10.1109/ICMLC.2007.4370412
Filename :
4370412
Link To Document :
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