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A filter algorithm based on ARMA model to suppress the influence of atmospheric disturbance in laser straightness measurement 基于ARMA模型的滤波算法抑制激光直线度测量中大气扰动的影响
Yayong Wang, Shujie Liu, Shixin Zhang, Yu-Bin Huang, K. Fan
Atmospheric disturbance influence the measurement accuracy greatly in laser precision measurement of long distance. A real-time filtering algorithm based on time series analysis theory is proposed in this paper. Firstly, ARMA (Auto-Regressive and Moving Average) model of sample data is set up based on the theory of time series analysis, then the mathematical expectation is obtained according to the model as the filtering result, finally, it is integrated into the laboratory laser beam drift measurement system for real-time filtering measurement. It is evident from the simulation results that high accuracy can be obtained after filtering. The experimental results show that the stability of the filtered drift increases by about 20%.
在激光远距离精密测量中,大气扰动对测量精度影响很大。提出了一种基于时间序列分析理论的实时滤波算法。首先基于时间序列分析理论建立样本数据的自回归移动平均(ARMA)模型,然后根据该模型得到数学期望作为滤波结果,最后将其集成到实验室激光束漂移测量系统中进行实时滤波测量。仿真结果表明,滤波后可以获得较高的精度。实验结果表明,滤波漂移的稳定性提高了约20%。
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引用次数: 2
Design of Gaussian filters based on odd and even functions used for non-closed circular profile 基于奇偶函数的非封闭圆形轮廓高斯滤波器设计
Jingzhi Huang, Huixin Zheng, Lin Jiang, Xiangzhang Chao, Xiangshuai Ding
In order to solve boundary effect for non-closed circular profile with conventional Gaussian filter, two modified Gaussian filters based on odd and even functions are put forward. By extending original profile data on the boundary effect area, the sampling information on the boundary effect area of non-closed circular profile can be used fully, and then open-loop Gaussian filter is used for filtering. The validity of two designed filters was tested by numerical simulation and experiment. The results demonstrate that the modified Gaussian filter based on even function is more effective to reduce boundary effect than that based on odd function.
为了利用传统高斯滤波器解决非闭合圆形轮廓的边界效应,提出了两种基于奇偶函数的改进高斯滤波器。通过在边界效应区域上扩展原始轮廓数据,可以充分利用非封闭圆形轮廓边界效应区域的采样信息,然后使用开环高斯滤波器进行滤波。通过数值模拟和实验验证了所设计滤波器的有效性。结果表明,基于偶函数的改进高斯滤波器比基于奇函数的改进高斯滤波器更能有效地降低边界效应。
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引用次数: 0
Non-destructive rapid inspection methods for spatial light modulator using swept source optical coherence tomography 扫描源光学相干层析成像空间光调制器无损快速检测方法
Pingping Jia, Hong Zhao, Yuwei Qin, Meiqi Fang, Xiaopeng Guo
A high speed swept source optical coherence tomography (SS-OCT) system has been proposed for tomographic map of spatial light modulator. In the optical arrangement, a swept-source with 100 kHz axial-scanning rate and a compact Michelson interferometer was applied. The implemented SS-OCT system has an axial resolution of 15μm and penetration depth of 12mm. The two-dimensional tomographic grayscale maps of the sample can be obtained in real time. As a result, the thickness of glass substrate, liquid crystal layer and the silicon substrate could be obtained simultaneously. Compared with the traditional detection methods, The SS-OCT system has the characteristics of fast imaging speed, stable repeatability of measurement with high-resolution and non-destructive.
提出了一种用于空间光调制器层析成像的高速扫描源光学相干层析成像系统(SS-OCT)。在光学布置中,采用轴向扫描速率为100khz的扫描源和紧凑型迈克尔逊干涉仪。所实现的SS-OCT系统轴向分辨率为15μm,穿透深度为12mm。实时获得样品的二维层析灰度图。这样可以同时得到玻璃衬底、液晶层和硅衬底的厚度。与传统检测方法相比,SS-OCT系统具有成像速度快、测量重复性稳定、高分辨率、无损等特点。
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引用次数: 0
Super-resolution scanning microscopy with virtually structured illumination 具有虚拟结构照明的超分辨率扫描显微镜
Su Zhang, Jingtao Li, Limin Zou, Xuemei Ding
The resolution of optical microscopy fundamentally limited by diffraction is at best 200 nm. Super-resolution structured illumination microscopy (SR-SIM) provides an elegant way of overcoming the diffraction limit in conventional widefield microscope by superimposing a grid pattern generated through interference of diffraction orders on the specimen while capturing images. The use of non-uniform illumination field “shift” high specimen frequencies which are out-ofband into the pass-band of the microscope through spatial frequency mixing with the illumination field. Therefore the effective bandwidth of SR-SIM is approximately twice as conventional microscopy, corresponding to a 2-fold resolution enhancement, if the difference between excitation and emission wavelength is ignored. However, such a wide-field scheme typically can only image optically thin samples and is incompatible with multiphoton processes. In this paper, we propose a Super-resolution scanning scheme with virtually structured illumination, utilizes detection sensitivity modulation on line by programming or off line by numerical processing together with temporally cumulative imaging, the excitation intensity is constant while capturing images. In this case a nondescanned array detector such as CCD camera is needed. When combined with multiphoton excitation, this scheme can image thick samples with threedimensional optical sectioning and much improved resolution.
基本上受衍射限制的光学显微镜的分辨率至多为200纳米。超分辨率结构照明显微镜(SR-SIM)提供了一种优雅的方法,克服了传统宽视场显微镜的衍射极限,通过在捕获图像时在样品上叠加衍射顺序干扰产生的网格图案。利用非均匀照明场,通过与照明场的空间频率混合,将带外的高标本频率“移”到显微镜的通带。因此,如果忽略激发波长和发射波长之间的差异,SR-SIM的有效带宽大约是传统显微镜的两倍,对应于2倍的分辨率增强。然而,这种宽视场方案通常只能成像光学薄样品,并且与多光子工艺不兼容。本文提出了一种虚拟结构化照明的超分辨率扫描方案,利用编程在线或离线数值处理的检测灵敏度调制,结合时间累积成像,在捕获图像时激发强度恒定。在这种情况下,就需要CCD相机等非扫描阵列探测器。结合多光子激发,该方案可以对厚样品进行三维光学切片,分辨率大大提高。
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引用次数: 0
A high precision edge detection method for the blurred image in motion measurement 一种运动测量中模糊图像的高精度边缘检测方法
Zhang Ying, C. Cai, Zhihua Liu, Yang Ming
The motion measurement based on machine vision has been more and more widely used in robots, object tracking and other fields. However, the relative motion between camera and object often causes images blurred, which decreases the reliability of detection. To improve the detection accuracy of the motion-blurred images edges, a comprehensive method is proposed. By analyzing the grayscale distribution of the object images in different motion directions, we used different methods to enhance the low frequency sub-band images which were obtained by wavelet transform. The subpixel edge detection method based on cubic spline interpolation was applied to detect the edges of the blurred and enhanced images, respectively. Experimental results show that the proposed method avoids the misdetection of the blurred images edges, and obtains higher edge detection accuracy.
基于机器视觉的运动测量在机器人、目标跟踪等领域得到了越来越广泛的应用。然而,相机与物体之间的相对运动往往会导致图像模糊,从而降低了检测的可靠性。为了提高运动模糊图像边缘的检测精度,提出了一种综合检测方法。通过分析目标图像在不同运动方向上的灰度分布,采用不同的方法对小波变换得到的低频子带图像进行增强。采用基于三次样条插值的亚像素边缘检测方法,分别对模糊图像和增强图像进行边缘检测。实验结果表明,该方法避免了对模糊图像边缘的误检测,获得了较高的边缘检测精度。
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引用次数: 1
Synthesis and metrology of cellulose nanocrystal films 纤维素纳米晶膜的合成与计量
Cong Cao, Dongsheng Zhao, Ying Tang, Tingting Peng
Cellulose nanocrystal (CNC) is an emerging nanomaterial that has drawn increasing attention recently. It is abundant, sustainable, renewable, and biodegradable. They have unique chemical and mechanical characteristics that cannot be met by traditional cellulose-derived materials, such as high aspect ratio, low density, high stiffness, high tensile strength and very low coefficients of thermal expansion. This paper is focused on the formation and characterization of CNC films and the subsequent traceable metrology of CNC film thickness by atomic force microscopy (AFM). The AFM is calibrated by a series of certified reference materials, and thus the measured values can be traceable to the laser wavelength reference (meter definition). Results show that CNC films with negative charges on surface can be formed via physisorption to an amine-terminated thiol layer on gold through spin coating. The CNC film thickness can be controlled by CNC solution concentration. A thorough understanding of CNC metrology is the foundation for further study of CNC chemical and mechanical characteristics and applications.
纤维素纳米晶体(CNC)是近年来备受关注的一种新兴纳米材料。它是丰富的、可持续的、可再生的和可生物降解的。它们具有传统纤维素衍生材料无法满足的独特化学和机械特性,例如高长径比、低密度、高刚度、高抗拉强度和非常低的热膨胀系数。本文主要研究了CNC薄膜的形成和表征,以及随后用原子力显微镜(AFM)对CNC薄膜厚度的可追溯测量。AFM由一系列经过认证的参考物质校准,因此测量值可以追溯到激光波长参考(仪表定义)。结果表明,通过自旋涂层在金表面物理吸附胺端硫醇层,可以形成表面带负电荷的CNC薄膜。CNC膜厚度可以通过CNC溶液浓度来控制。深入了解数控计量是进一步研究数控化学和机械特性及其应用的基础。
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引用次数: 0
Measurement of deionized water density based on single silicon sphere 基于单硅球的去离子水密度测量
Jin-tao Wang, Jingyue Zhang, Xin-yu Ma, Lin Tong, X. Bao
Due to perfect stability, deionized water is usually used as one important reference material for density and volume calibration. To evaluate suitability of pure water density formulas for deionized water, one measurement system based on Archimedes’s principle was designed, and silicon ring was used for density standard to measure the density of deionized at 20°C. The experimental result shows that The Tanaka equation can be used to calculate the density of deionized water with deviation 5ppm. The uncertainty budget of measurement is analyzed, and the combined relative uncertainty is 4.09ppm (k=2).
由于去离子水具有良好的稳定性,通常被用作密度和体积标定的重要参考物质。为了评价纯水密度公式对去离子水的适用性,设计了一套基于阿基米德原理的测量系统,以硅环为密度标准,测量20℃下去离子水的密度。实验结果表明,Tanaka方程可用于计算去离子水的密度,误差为5ppm。分析了测量的不确定度预算,综合相对不确定度为4.09ppm (k=2)。
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引用次数: 0
Analysis of the extraction accuracy of the corner point of the camera using polarization imaging 偏振成像对相机角点提取精度的分析
Zhenmin Zhu, Xinyun Wang, Quanxin Liu, Fumin Zhang
In view of the traditional method of corner extraction, the main idea is to improve the corner extraction algorithm and ignore the imaging process of the calibration image, in this paper, an optimal polarization angle image corner extraction algorithm based on linear polarization feedback is introduced in the process of camera calibration, this method is mainly aimed at the problem of high-light regions which are difficult to detect and eliminate in the multi-position calibration image of space under natural light. The method firstly adopts the linear feedback of Stokes variable through a CCD camera with polarizing plates and obtains the corner image of the optimal angle of the checkerboard lattice in different positions in space, then we use the sub-pixel level detection algorithm and GAUSS's fitting method to precisely locate the corner points in the image and to solve the sub-pixel coordinates of the image corner, at last, the two-dimensional pixel coordinates of the corner points in each checkerboard image are extracted.
针对传统的角点提取方法,其主要思路是对角点提取算法进行改进,忽略了标定图像的成像过程,本文在摄像机标定过程中引入了一种基于线性偏振反馈的最优偏振角图像角点提取算法。该方法主要针对自然光下空间多位置标定图像中高光区域难以检测和消除的问题。该方法首先通过带偏光片的CCD相机采用Stokes变量的线性反馈,得到棋盘格在空间中不同位置的最佳角度的角点图像,然后利用亚像素级检测算法和高斯拟合方法精确定位图像中的角点并求解图像角点的亚像素坐标。提取每个棋盘格图像中角点的二维像素坐标。
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引用次数: 1
Comparison of spacing detection algorithms for optical straight fringes images 光学直条纹图像的间距检测算法比较
Yuexin Wang, F. bai, Xiao-juan Gao, Ying Wang
Optical fringe is one of important output information from the optical systems. Some important optical or system parameters can be obtained by analyzing the fringe information from optical system such as interferometer system or diffraction setup. The straight fringe is a kind of optical fringes frequently appearing in Young’s double slit interference and single-slit diffraction and other optical structures. For the information extraction of straight fringes, it is often necessary to calculate the fringe spacing parameters. Popular straight fringes analysis methods include the fringe center method and the Fourier transform method. In addition, some image processing methods realized line detection can also be used to analyze this straight fringes image, which include Hough transform and Radon transform. In this paper, four algorithms for fringe analysis are discussed and compared, which focus on method’s principle, algorithm’s simulation and performance when they be applied to detect the fringes spacing. At the same time, the anti-noise performance of two image processing algorithms including Hough transform and Radon transform are analyzed.
光学条纹是光学系统重要的输出信息之一。通过分析光学系统如干涉仪系统或衍射装置的条纹信息,可以得到一些重要的光学或系统参数。直条纹是杨氏双缝干涉和单缝衍射等光学结构中经常出现的一种光学条纹。对于直条纹的信息提取,通常需要计算条纹间距参数。常用的直条纹分析方法有条纹中心法和傅里叶变换法。此外,一些图像处理方法也可以实现直线检测来分析这种直条纹图像,包括霍夫变换和拉东变换。本文对四种条纹分析算法进行了讨论和比较,重点讨论了方法的原理、算法的仿真和应用于条纹间距检测时的性能。同时,分析了Hough变换和Radon变换两种图像处理算法的抗噪性能。
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引用次数: 7
Statistical measurement method of the standard particles through airborne particle counter based on FESEM 基于FESEM的机载粒子计数器对标准粒子的统计测量方法
Zhi-liang Gao, Q. Ji, Jian Chen, Xunbiao Zhang, Wei-hong Zhang, Junge Tan, Chenyan Wang
The traceability of cleanness parameter has received high attention from the metrology industry of light-scattering airborne particle counter. Based on the metrology method of the big particle concentration and the traceability method of airborne particle counter’s counting performance on small particle size by statistical analysis, this paper tries to build a coordinate system of the particles distribution on anodic aluminum oxide (AAO) membrane through the counter, choose the statistical samples by aerodynamics, observe these samples on membrane by field emission scanning electron microscope (FESEM), evaluate the uncertainty of measurement on standard particle statistics, analyze the uncertainty range and the key affecting factor, and put forward a method of improving statistics accuracy in process control. The test results prove that the method has important value on improvement of the theory of the cleanness traceability system based on FESEM and statistical analysis.
清洁参数的可追溯性一直受到光散射空气粒子计数器计量界的高度重视。基于大颗粒浓度的计量方法和基于统计分析的机载颗粒计数器对小颗粒计数性能的溯源方法,试图通过计数器建立阳极氧化铝(AAO)膜上颗粒分布的坐标系统,采用空气动力学方法选择统计样本,用场发射扫描电镜(FESEM)观察这些样本在膜上的分布。对标准颗粒统计测量的不确定度进行了评价,分析了不确定度范围和关键影响因素,提出了在过程控制中提高统计精度的方法。试验结果表明,该方法对改进基于FESEM和统计分析的洁净度溯源系统理论具有重要价值。
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引用次数: 2
期刊
International Symposium on Precision Engineering Measurement and Instrumentation
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