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A spatial moments sub-pixel edge detector with edge blur compensation for imaging metrology

机译:具有边缘模糊补偿的空间矩亚像素边缘检测器,用于成像计量

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In contactless metrology sub-pixel edge detectors allow for high precision dimensional measurements of lengths and positions of objects. Several classes of detectors exist with various assumptions about the edge model and different requirements on computational resources. Moment-based detectors are fast to compute and offer potential for parallelisation. However, being based on a step-edge model, moment based detectors often introduce systematic errors with blur from diffraction or defocus. In this paper, the performance of the 1D spatial moments detector is analysed under influence of Gaussian blur and an error correction term is proposed, reducing measurement errors for blurred images by factors of 2-7.
机译:在非接触式计量中,亚像素边缘检测器允许对物体的长度和位置进行高精度的尺寸测量。存在几种类型的检测器,它们具有关于边缘模型的各种假设以及对计算资源的不同要求。基于矩的检测器可以快速计算并为并行化提供潜力。然而,基于阶跃模型,基于矩的检测器通常会引入系统误差,并由于衍射或散焦而产生模糊。本文分析了高斯模糊影响下的一维空间矩检测器的性能,提出了误差校正项,将模糊图像的测量误差降低了2-7倍。

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