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Nonlinear compensation for optical vignetting in vision systems |
DING Ying1, FAN Jingtao2, QUAN Wei1, HAN Cheng1 |
1. College of Computer Science and Technology, Changchun University of Science and Technology, Changchun 130022, China;
2. Department of Automation, Tsinghua University, Beijing 100084, China |
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Abstract Visual inspection systems are being more and more widely applied in industrial production, but optical vignetting directly affects the imaging quality, which affects the inspection accuracy. A nonlinear compensation method for optical vignetting is given which uses the vignetting principle, to define the relative exposure of the image with coupled sampling and decoupling reconstruction to determine the camera response curve. A vignetting compensation model is then developed to eliminate the vignetting effect of the lens to improve the image quality. Tests show that the method is effective and provides excellent vision inspection quality.
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Keywords
information processing
vision inspection
optical vignetting effect
nonlinear compensation
relative exposure
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Issue Date: 15 July 2017
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[1] |
Yu W, Chung Y, Soh J. Vignetting distortion correction method for high quality digital imaging [C]//Proceedings of the 17th International Conference on the Pattern Recognition. Piscataway, NJ, USA: IEEE, 2004: 666-669.
|
[2] |
Yu W. Practical anti-vignetting methods for digital cameras [J]. IEEE Transactions on Consumer Electronics, 2004, 50(4): 975-983.
|
[3] |
Zheng Y, Lin S, Kang S B. Single-image vignetting correction from gradient distribution symmetries [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013, 35(6): 1480-1494.
|
[4] |
李炜, 黄心汉, 王敏. 基于二维高斯曲面拟合的图像灰度补偿算法 [J]. 华中科技大学学报(自然科学版), 2004, 32(2): 43-45.LI Wei, HUANG Xinhan, WANG Min. A compensation algorithm of image based on Gaussian quadrics fitting [J]. Journal of Huazhong University of Science and Technology (Nature Science Edition), 2004, 32(2): 43-45. (in Chinese)
|
[5] |
何凯, 赵红颖, 刘晶晶. 航空遥感影像渐晕复原方法研究 [J]. 吉林大学学报(工学版), 2007, 37(6): 1447-1450.HE Kai, ZHAO Hongying, LIU Jingjing.Vignetting correction method for aviatic remote sensing image [J]. Journal of Jilin University (Engineering and Technology Edition), 2007, 37(6): 1447-1450. (in Chinese)
|
[6] |
何凯, 唐平凡, 王成优. 基于高斯曲面拟合的影像渐晕复原方法 [J]. 电子学报, 2009, 37(1): 67-71.HE Kai, TANG Pingfan, WANG Chengyou.Vignetting correction method of image based on Gaussian quadrics fitting [J]. ACTA Electronica Sinica, 2009, 37(1): 67-71. (in Chinese)
|
[7] |
Piccinini F, Lucarelli E, Gherardi A, et al. Multi-image based method to correct vignetting effect in light microscopy images [J]. Journal of Microscopy, 2012, 248(1): 6-22.
|
[8] |
Coralie C, Magali B, Arnaud D. Comparison of the vignetting effects of two identical fisheye lenses [J]. Leukos the Journal of the Illuminating Engineering Society of North America, 2012, 8(3): 181-203.
|
[9] |
Kim S J, Pollefeys M. Robust radiometric calibration and vignetting correction [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2008, 30(4): 562-576.
|
[10] |
Goldman D B, Chen J H. Vignette and exposure calibration and compensation [C]//Proceedings of the Tenth IEEE International Conference on Computer Vision. Washington DC, USA: IEEE, 2005: 2276-2288.
|
[11] |
MENG Hongji, GUAN Wenrui, LIU Can, et al. Algorithm research of vignetting distortion correction based on near-infrared CCD thermometer [C]//International Conference on Design, Manufacturing and Mechatronics. Wuhan, China, 2015: 1290-1298.
|
[12] |
Bergues G J, Canali L, Schurrer C, et al. Electronic interface with vignetting effect reduction for a Nikon 6B/6D autocollimator [J]. IEEE Transactions on Instrumentation and Measurement, 2015, 64(12): 3500-3509.
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