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Image processing for pattern diffracted by phase plate

机译:相板衍射图样的图像处理

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摘要

Optical measurement systems and instruments with diffractive optics have been successfully applied in various fields, particularly for the tasks, such as measuring geometries of large-scale workpieces, profiling large aspheres used in synchrotron radiation facility, etc. In this paper efforts to further improve the measurement resolution and accuracy of these optical measuring techniques are presented, in which principles of the optical systems employing typical diffractive optics as π-jump phase plate are, in detail, described, and characteristics of the image patterns created within these systems are analyzed. Finally a novel diffraction pattern processing method based on multi-layer feedforward neural networks is proposed, which is proved by digital simulation to be better than the conventional method based on the Least-squares curve fitting. Preliminary experimental setups have been built up to verify the feasibility and effectiveness of this novel method, and the results coincide with simulation very well.
机译:带有衍射光学器件的光学测量系统和仪器已成功应用于各个领域,特别是用于诸如测量大型工件的几何形状,对同步辐射装置中使用的大非球面进行轮廓分析等任务。介绍了这些光学测量技术的测量分辨率和精度,其中详细描述了使用典型衍射光学器件作为π跳变相位板的光学系统的原理,并分析了在这些系统中创建的图像图案的特性。最后提出了一种基于多层前馈神经网络的衍射图样处理方法,并通过数字仿真证明了该方法优于传统的基于最小二乘曲线拟合的方法。初步实验设置已经建立,以验证该新颖方法的可行性和有效性,并且结果与仿真非常吻合。

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