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1.北京理工大学 光电学院 光电成像技术与系统教育部重点实验室, 北京 100081
2.北京中科同和信息技术有限公司, 北京 100088
[ "王霞 (1972-), 女, 河北邯郸人, 博士, 副教授, 博士生导师, 1996年、1999年于中国矿业大学 (北京) 分别获得硕士、博士学位, 主要从事光电成像技术与系统方面的研究。E-mail:wx_may@263.net" ]
[ "陈飞 (1993-), 男, 云南曲靖人, 硕士研究生, 2016年于北京理工大学获得学士学位, 主要从事图像处理和机器视觉方面的研究。E-mail:1727334460@qq.com" ]
收稿日期:2016-10-14,
录用日期:2016-12-6,
纸质出版日期:2017-03-25
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王霞, 陈飞, 宿宸铭, 等. 降钙素原胶体金试纸条显色分析仪[J]. 光学 精密工程, 2017,25(3):562-568.
Xia WANG, Fei CHEN, Chen-ming SU, et al. Color analytical reader for procalcitonin colloidal gold test strips[J]. Optics and precision engineering, 2017, 25(3): 562-568.
王霞, 陈飞, 宿宸铭, 等. 降钙素原胶体金试纸条显色分析仪[J]. 光学 精密工程, 2017,25(3):562-568. DOI: 10.3788/OPE.20172503.0562.
Xia WANG, Fei CHEN, Chen-ming SU, et al. Color analytical reader for procalcitonin colloidal gold test strips[J]. Optics and precision engineering, 2017, 25(3): 562-568. DOI: 10.3788/OPE.20172503.0562.
为了实现降钙素原浓度的定量测量,设计了基于树莓派的CMOS图像传感器胶体金试纸条显色分析仪,对胶体金试纸条拍照获取试纸显色反应的图像颜色特征量。首先,根据降钙素原胶体金试纸条的显色特性对CMOS传感器进行合理的白平衡校正,使CMOS传感器具有较好的色彩还原性。然后,为解决不同设备间颜色管理的差异,通过对NCS标准色卡拍照,利用多项式回归法建立了图像传感器RGB空间到
XYZ
空间的模型,并对仪器进行了颜色特性化校正。最后,针对试纸显色不均匀的问题,经过图像处理后,选择显色区域内具有代表性的像素点建立图像颜色特征量与样本浓度值的数学模型,实现了待测样本浓度的精确测量。实验结果表明,该胶体金试纸条显色分析仪的精度可达93.8%,重复测量误差小于1.5%,有效测量范围为0.1~35 ng/mL。该分析仪成本低、测量速度快,具有一定的应用价值。
The semi-quantitative method of Colloidal gold strip detection by colorimetric principle is widely used in biomedical diagnosis. To achieve quantitative measurement of calcitonin concentration
a CMOS color analytical reader based on raspberry Pi was designed for the acquisition of color characteristics of chromogenic reaction by taking a picture of colloidal gold strip. According to the color characteristics of procalcitonin colloidal gold test strips
the CMOS sensor was corrected by proper white balance parameter adjustment
which enabled the CMOS image sensor has a better color restoration property. In order to eliminate the difference of color management between different devices
the mathematical model of the sensor from RGB space to
XYZ
space was established via polynomial regression by taking pictures of NCS standard color cards. Thus the instrument was adjusted in color characteristics. Then
the mathematical model of
XYZ
values and concentration values of the samples was derived from the representative gray value pixel areas of the processed images
thereby the color uniformity problem was solved and the concentration was accurately measured. The experiment results show that the measuring precision can be as high as 93.8%
the repeated measurement error is less than 1.5% and the effective measurement range is from 0.1 ng/mL to 35 ng/mL. With the virtues of cost effective and high measurement speed
the analyzer has a promising application prospect.
王帅, 郑德智, 樊尚春.定量胶体金试剂条浓度检测方法[J].北京航空航天大学学报, 2009, 35(8): 942-945.
WANG SH, ZHENG D ZH, FANG SH CH. Detecting method of quantitative colloidal gold test strip concentration [J]. Journal of Beijing University of Aeronautics and Astronautics, 2009, 35(8): 942-945. (in Chinese)
汪嚥, 白玉洁, 张艳超, 等.基于CCD的胶体金试纸条光电检测仪器设计及实验研究[J].传感技术学报, 2008, 21(8): 1370-1373.
WANG Y, BAI Y J, ZHANG Y CH, et al.. Design and reasearch of a photoelectrical apparatus for later-flow based on CCD [J]. Chinese Journal of Sensors and Actuators, 2008, 21(8): 1370-1373. (in Chinese)
KIM S, PARK J. Development of a test strip reader for a lateral flow membrane-based immunochromatographic assay [J].Biotechnology and Bioprocess Engineering, 2004, 9(2): 127-131.
HONG G W. LUO M R, RHODES P A. A study of digital camera colorimetric characterization based on polynomial modeling [J].Color Res. Appl., 2001, 26(1): 76-84.
王洋. 高精度金标试纸读数仪的设计与开发[D]. 杭州: 浙江大学, 2013.
WANG Y. Design of a Colloidal-gold Strip reader with High Accuracy [D]. Hangzhou: Zhejiang University, 2013. (in Chinese)
徐艳芳, 刘文耀, 左坤隆, 等.彩色扫描仪的特征化[J].光学 精密工程, 2004, 12(1): 15-20.
XU Y F, LIU W Y, ZUO K L, et al.. Reasearch on hierarchical color correction method[J]. Opt. Precision Eng., 2004, 12(1): 15-20. (in Chinese)
赵梓权, 王瑞光, 郑喜风, 等.用彩色CCD相机测量发光二极管显示屏的色度[J].光学 精密工程, 2013, 21(3): 575-582.
ZHAO Z Q, WANG R G, ZHENG X F, et al.. Measurement of chroma of LED display with color CCD camera [J].Opt. Precision Eng., 2013, 21(3): 575-582. (in Chinese)
赵萍, 王文举, 陈伟.分层色彩校正算法研究[J].计算机工程与应用, 2015, 51(6): 158-162.
ZHAO P, WANG W J, CHEN W. Research on hierarchical colour correction method [J]. Engineering and Applications, 2015, 51(6): 158-162. (in Chinese)
QIU X B, LIU CH CH, MAUK M G. A portable analyzer for pouch-actuated, immunoassay cassettes [J].Sensors and Actuators B:Chemical, 2011, 160(1): 1529-1535.
BARNARD, FUNT B. Camera characterization for color research[J].Color Res. Appl., 2002, 27(3):152-163.
CHEUNG T L V, WESTLAND S. Color camera characterisation using artificial neural networks [C]. IS & T/SID Tenth Color Imaging Conference, 2002: 117-120.
孙海超, 田睿, 丁南南, 等.基于直方图均衡化的自动白平衡算法及其FPGA实现[J].仪器仪表学报, 2015, 36(12): 222-226.
SUN H C, TIAN R, DING N N, et al..Automatic white balance algorithm based histogram equalization and its FPGA implementation [J]. Chinese Journal of Scientific Instrument, 2015, 36(12): 222-226.(in Chinese)
LI B, XU D, XIONG W H, et al..Color constancy using achromatic surface [J].Color Res. Appl., 2010, 35(4): 304-312.
KAWAKAMI R, ZHAO H X, TAN R T, et al..Camera spectral sensitivity and white balance estimation from sky images [J]. International Journal of Computer Vision, 2013, 105(3): 187-204.
许敏芬, 王立强, 袁波.基于无色差表面识别的高清电子内窥镜自动白平衡算法[J].红外与激光工程, 2014, 43(9): 3110-3115.
XU M F, WANG L Q, YUAN B. Auto white balance algorithm of high definition electronic endoscope [J]. Infrared and Laser Engineering, 2014, 43(9):3110-3115. (in Chinese)
姚洪涛, 田青青, 苏伟, 等.基于彩色直方图均衡化的自动白平衡算法研究[J].长春理工大学学报:自然科学版, 2014, 37(4): 104-107.
YAO H T, TIAN Q Q, SU W, et al.. Reasearch on automatic white balance algorithm based on color histogram equalization [J]. Journal of Changchun University of Science and Technology:Natural Science Edition, 2014, 37(4): 104-107. (in Chinese)
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