Simulation of the image shear measurement with subpixel accuracy

О. Т. Кudrevatykh, N. Quinn, K. S. Dergal
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引用次数: 1

Abstract

. The purpose of this research was the evaluation of measurement accuracy for image motion in CCD matrix plane while creating a testing technology for thermal stability of technical products made of the carbon fiber reinforced plastic. Methodology. Mathematical modeling methods and digital image analysis (using MATLAB) have been used during the research. The magnitude of the image shear is suggested to be determined from the shift of the reference mark geometric center. Mathematic model of the laser spot digital image is used as a reference mark. Findings . Modeling technique for sub-pixel shear of a laser spot has been developed. Accuracy estimation of the image shear determination was made during the experiment. Impact of the change in the number of luminance quantization levels by preliminary processing of the original image was investigated for evaluation measurement sensitivity. The correspondence between the informative parameters of the technical image and the parameters characterizing the sub-pixel image shift has been confirmed. Originality of this study is the admission of the problem in controlling the thermostability of products made of carbon reinforced polymer composite materials by measuring the shear of digital images and investigating the effect of image recording conditions on the sensitivity and accuracy of measurements. Modeling techniques confirmed possibility of determining an image shear with sub-pixel accuracy using CCD matrix. Practical value . The solution of this problem will allow creating new measurement technologies for the input control of parts made of carbon reinforced plastic materials with a low coefficient of thermal expansion. Thus, it becomes possible as an output control of large-sized products thermostability, as well as monitoring the dimensional stability of products under operating conditions, including varying humidity conditions. The practical area of this results would be technical vision systems, aerospace technical facilities monitoring, particularly telescopes, truss structures and space-based antennas made of materials with a low coefficient of thermal expansion, as well as the design of digital autocollimators.
亚像素精度图像剪切测量的仿真
. 本研究的目的是评估CCD矩阵平面像移的测量精度,同时创建碳纤维增强塑料技术产品的热稳定性测试技术。方法。在研究过程中使用了数学建模方法和数字图像分析(使用MATLAB)。图像剪切的大小建议由参考标记几何中心的位移来确定。利用激光光斑数字图像的数学模型作为参考标记。发现。建立了激光光斑亚像素剪切的建模技术。在实验中对图像剪切确定的精度进行了估计。研究了对原始图像进行初步处理后亮度量化级数变化对测量灵敏度的影响。确定了技术图像的信息参数与表征亚像素图像位移的参数之间的对应关系。本研究的独创性在于承认了通过测量数字图像的剪切量来控制碳增强聚合物复合材料制品热稳定性的问题,并研究了图像记录条件对测量灵敏度和精度的影响。建模技术证实了利用CCD矩阵确定亚像素精度图像剪切的可能性。实用价值。该问题的解决方案将允许创建新的测量技术,用于热膨胀系数低的碳增强塑料材料制成的部件的输入控制。因此,它可以作为大型产品热稳定性的输出控制,以及在操作条件下监测产品的尺寸稳定性,包括变湿度条件。这一结果的实际应用领域将是技术视觉系统、航空航天技术设施监测,特别是望远镜、桁架结构和由低热膨胀系数材料制成的天基天线,以及数字自准直仪的设计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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