

浏览全部资源
扫码关注微信
1.北京大学 微电子学与固体电子学, 广东 深圳 518055
2.TCL华星光电技术有限公司, 广东 深圳 518132
Received:19 November 2020,
Revised:09 March 2021,
Published:2021-07
移动端阅览
Yu-feng JIN, Yi-xin XIAO, Cai-ling FU. Image preprocessing algorithm of VA-LCD Mura compensation[J]. Chinese journal of liquid crystals and displays, 2021, 36(7): 999-1005.
Yu-feng JIN, Yi-xin XIAO, Cai-ling FU. Image preprocessing algorithm of VA-LCD Mura compensation[J]. Chinese journal of liquid crystals and displays, 2021, 36(7): 999-1005. DOI: 10.37188/CJLCD.2020-0308.
为了消除VA-LCD的Mura缺陷,采用图像处理技术,需要通过相机对显示器数据进行采集,从而捕捉到显示器像素亮度,本文对相机数据的预处理算法进行了深入研究。首先,通过对相机的固定模式噪声和时变噪声进行了降噪,通过标准光源对相机和镜头进行了平面场校正。接着,以圆形点阵图案作为辅助标定图,采用双线性关系建立校正模型,初步获得像素亮度矩阵。然后,根据VA-LCD的视角特性建立起不同灰阶下亮度-视角的特性曲线,采用4次多项式对大量数据进行拟合提升视角模型稳定性,从而消除了像素亮度矩阵的影响。最后,结合补偿值计算及芯片实时补偿技术对算法进行了效果验证,从主观及客观两种指标进行了评定。实验结果表明:采用此Mura消除技术后,显示器的JND指标从2.7降低至1.8,面内9点均一性从53.4%提升至82.9%。本文的算法效果可以满足产品最高等规格的需求,在自适应校正上具有良好的鲁棒性,满足工厂的大批量生产。
In order to eliminate the Mura defect of VA-LCD
the image processing technology is adopted to collect display data through camera
so as to capture display pixel brightness. In-depth research is conducted on the algorithm of camera data correction. Firstly
the fixed mode noise and time-varying noise of the camera are reduced
and the plane field of the camera and lens is corrected by the standard light source. Then
the circular dot matrix pattern is used as the auxiliary calibration diagram
and the correction model is established by using the two-line relation
and the pixel brightness matrix is obtained preliminarily. According to the visual angle characteristics of VA-LCD
the characteristic curve of luminance-visual angle under different grey levels is established
and a large number of data are fitted with a fourth-order polynomial to improve the stability of the visual angle model. Finally
the effectiveness of the algorithm is verified by combining the compensation value calculation and chip real-time compensation technology
and the evaluation is carried out from the subjective and objective indicators. The experimental results show that the JND index of the display decreases from 2.7 to 1.8
and the in-plane 9-point uniformity increases from 53.4% to 82.9% after the application of this Mura elimination technique. The algorithm proposed can meet the requirements of the highest specifications of products and has good robustness in adaptive correction to meet the requirements of mass production in factories.
屠 震涛 , 樊 瑞 , 张 小宁 , 等 . 灰度与亮度拟合对LCD面板Mura改善的影响 . 液晶与显示 , 2016 . 31 ( 5 ): 442 - 448 . http://cjlcd.lightpublishing.cn/thesisDetails#10.3788/YJYXS20163105.0442&graphicAbstract=0 http://cjlcd.lightpublishing.cn/thesisDetails#10.3788/YJYXS20163105.0442&graphicAbstract=0 .
Z T TU , R FAN , X N ZHANG , 等 . Influence of fitting curve between grayscale and brightness on Mura improvement of LCD panel . Chinese Journal of Liquid Crystals and Displays , 2016 . 31 ( 5 ): 442 - 448 . http://cjlcd.lightpublishing.cn/thesisDetails#10.3788/YJYXS20163105.0442&graphicAbstract=0 http://cjlcd.lightpublishing.cn/thesisDetails#10.3788/YJYXS20163105.0442&graphicAbstract=0 .
廖 士中 , 高 培焕 , 苏 艺 , 等 . 一种光学镜头摄像机图象几何畸变的修正方法 . 中国图象图形学报 , 2000 . 5A ( 7 ): 593 - 596 . DOI: 10.3969/j.issn.1006-8961.2000.07.011 http://doi.org/10.3969/j.issn.1006-8961.2000.07.011 .
S Z LIAO , P H GAO , Y SU , 等 . A geometric rectification method for lens camera . Journal of Image and Graphics , 2000 . 5A ( 7 ): 593 - 596 . DOI: 10.3969/j.issn.1006-8961.2000.07.011 http://doi.org/10.3969/j.issn.1006-8961.2000.07.011 .
梁 亮 , 张 定华 , 赵 歆波 , 等 . 一种基于网格图像的几何畸变修正方法 . 计算机工程与应用 , 2004 . 40 ( 2 ): 4 - 6 . DOI: 10.3321/j.issn:1002-8331.2004.02.002 http://doi.org/10.3321/j.issn:1002-8331.2004.02.002 .
L LIANG , D H ZHANG , X B ZHAO , 等 . An image geometry calibration method based on the grid-image . Computer Engineering and Applications , 2004 . 40 ( 2 ): 4 - 6 . DOI: 10.3321/j.issn:1002-8331.2004.02.002 http://doi.org/10.3321/j.issn:1002-8331.2004.02.002 .
GAO H W, WU C D, GAO L F, et al . An improved two-stage camera calibration method[C]// Proceedings of the 2006 6 th World Congress on Intelligent Control and Automation . Dalian: IEEE, 2006: 9514-9518.
LEE S H, KIM T E, CHOI J S. Correction of radial distortion using a planar checkerboard pattern and its image[C]// Proceedings of 2009 Digest of Technical Papers International Conference on Consumer Electronics . Las Vegas: IEEE, 2009, 1-2.
C W HUANG , C M CHOU , T W LIN , 等 . Adaptive calibration method for camera distortion . Journal of Vibration and Control , 2013 . 19 ( 1 ): 86 - 93 . DOI: 10.1177/1077546311433915 http://doi.org/10.1177/1077546311433915 .
WANG S, SONG S M, SHI X P. An improved adaptive correction method for camera distortion[C]// Proceedings of the 33 rd Chinese Control Conference . Nanjing: IEEE, 2014: 4821-4825.
张 博研 , 孔 德柱 , 刘 金国 , 等 . 卷帘快门式CMOS探测器的星图像移补偿 . 中国光学 , 2020 . 13 ( 6 ): 1276 - 1284 . https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGA202006011.htm https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGA202006011.htm .
B Y ZHANG , D Z KONG , J G LIU , 等 . Compensation of star image motion for a CMOS image sensor with a rolling shutter . Chinese Optics , 2020 . 13 ( 6 ): 1276 - 1284 . https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGA202006011.htm https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGA202006011.htm .
郭 汉洲 , 吴 振刚 , 宋 宣晓 . 用于标定CCD相机的高精度数控LED点光源 . 中国光学 , 2013 . 6 ( 5 ): 759 - 766 . https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGA201305020.htm https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGA201305020.htm .
H Z GUO , Z G WU , X X SONG . High precision digital control LED spot light source used to calibrate CCD camera . Chinese Optics , 2013 . 6 ( 5 ): 759 - 766 . https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGA201305020.htm https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGA201305020.htm .
WU J F, LIU G X. Nonmetric calibration of camera lens distortion using concentric circles pattern[C]// Proceedings of 2010 International Conference on Mechanic Automation and Control Engineering . Wuhan: IEEE, 2010: 338-3341.
樊 志华 , 王 春鸿 , 饶 长辉 , 等 . 基于Harris角点量与相位相关的亚像素级图像配准方法 . 计算机应用研究 , 2011 . 28 ( 2 ): 788 - 791 . DOI: 10.3969/j.issn.1001-3695.2011.02.109 http://doi.org/10.3969/j.issn.1001-3695.2011.02.109 .
Z H FAN , C H WANG , C H RAO , 等 . High accuracy subpixel image registration based on phase-only correlation of Harris strength . Application Research of Computers , 2011 . 28 ( 2 ): 788 - 791 . DOI: 10.3969/j.issn.1001-3695.2011.02.109 http://doi.org/10.3969/j.issn.1001-3695.2011.02.109 .
YU X Q, CHEN X N, CHENG F, et al . A rapid and automatic method for camera calibration based on LCD circle pattern[C]// Proceedings of 2011 International Conference on Image Analysis and Signal Processing . Wuhan: IEEE, 2011: 383-388.
J Y YUAN , X F FENG , Z Q ZHENG , 等 . A high-accuracy DeMura algorithm based on sub-pixel registration . SID Symposium Digest of Technical Papers , 2019 . 50 ( S1 ): 459 - 461 . DOI: 10.1002/sdtp.13528 http://doi.org/10.1002/sdtp.13528 .
张 石磊 , 崔 宇 , 邢 慕增 , 等 . 光场成像目标测距技术 . 中国光学 , 2020 . 13 ( 6 ): 1332 - 1342 . https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGA202006019.htm https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGA202006019.htm .
S L ZHANG , Y CUI , M Z XING , 等 . Light field imaging target ranging technology . Chinese Optics , 2020 . 13 ( 6 ): 1332 - 1342 . https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGA202006019.htm https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGA202006019.htm .
0
Views
289
下载量
0
CSCD
Publicity Resources
Related Articles
Related Author
Related Institution
京公网安备11010802024621