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Image Quality Evaluation of Target Surface in The Subgrade Settlement Monitoring System

机译:路基沉降监测系统中目标表面的图像质量评价

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The accuracy of the detection in the image-based subgrade settlement monitoring system depend on the quality of the collected spot image, This paper studies the main factors affecting the quality of spot images and propose a method for quality assessment of spot image without reference. The method analyze the characteristics of the spot change under the influence of external conditions, and reflect the change effect of the spot feature through the size, brightness, edge definition and contrast of the spot image.Then,the four evaluation factors are integrated into one. Through the experiment, the spot images under the influence of the target surface are collected. The spot image obtained by the experiment is evaluated using the non-reference spot image evaluation method proposed in this paper, and verifies by measuring the center position of the spot image. The experimental results show that the spot image is affected by different influencing factors, this evaluation method method can combine various influencing factors to reflect the change of image quality,and can give reasonable evaluation results for spot images that are affected to varying degrees. It provides theoretical and experimental basis for the actual subgrade surface settlement monitoring system.
机译:本文研究了基于图像的路基沉降监测系统中的检测的准确性,依赖于收集点图像的质量,研究了影响现货图像质量的主要因素,并提出了一种在不参考的情况下对现货图像进行质量评估的方法。该方法分析了外部条件影响下点变化的特点,并反映了光斑特征的变化效果通过斑点图像的尺寸,亮度,边缘定义和对比度。然后,四个评估因子集成到一个。通过实验,收集目标表面影响下的点图像。使用本文提出的非参考点图像评估方法评估通过实验获得的点图像,并通过测量点图像的中心位置来验证。实验结果表明,点图像受影响因素的影响,该评估方法方法可以结合各种影响因素来反映图像质量的变化,可以给出受影响变化的点图像的合理评价结果。它为实际的路基表面沉降监测系统提供了理论和实验依据。

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