首页> 外文会议>Conference on Machine Vision Applications in Industridal Inspection XI Jan 22-24, 2003 Santa Clara, California, USA >Dynamic classification of fringe patterns in holographic interferometry by optical wavelet filtering
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Dynamic classification of fringe patterns in holographic interferometry by optical wavelet filtering

机译:光学干涉小波在全息干涉术中条纹图案的动态分类

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In this paper the dynamic processing of interferometric fringe patterns obtained by real-time optical measurement methods like holographic interferometry is shown. A hologram of the tested component is superimposed with the hologram of the stressed component. The achieved fringe patterns vary according to the degree of stress applied. To evaluate these varying fringe patterns in real time, dynamic filtering is required. A hybrid opto-electronic system with a digital image processing and optical correlation module based on liquid-crystal spatial light modulators gives us the possibility to use dynamic filters and input images. In order to process interferometric fringes the adaptive wavelet transformation is applied. We will show two methods of dynamic filtering. Firstly a static filter is used to process varying fringe patterns. With this method changes of features in the fringe patterns can be observed correlating to changes of stress applied on the tested component. Another application of dynamic filtering uses a static input image and dynamic filters. This method is used for the classification of interferometric fringe patterns. A set of different wavelet filters is applied to the input image using the ability of the spatial light modulator to display images in video frame rates. Comparing the wavelet filters and the output images it is possible to assign the fringe patterns to a fault class.
机译:在本文中,展示了通过实时光学测量方法(如全息干涉法)获得的干涉条纹图案的动态处理。被测部件的全息图与受应力部件的全息图重叠。所获得的条纹图案根据所施加的应力程度而变化。为了实时评估这些变化的条纹图案,需要动态过滤。具有基于液晶空间光调制器的具有数字图像处理和光学相关模块的混合光电系统,使我们可以使用动态滤波器和输入图像。为了处理干涉条纹,应用自适应小波变换。我们将展示两种动态过滤方法。首先,静态滤波器用于处理变化的条纹图案。通过这种方法,可以观察到条纹图案中的特征变化,这与施加在被测部件上的应力变化相关。动态过滤的另一个应用是使用静态输入图像和动态过滤器。该方法用于干涉条纹图案的分类。使用空间光调制器以视频帧频显示图像的能力,将一组不同的小波滤波器应用于输入图像。比较小波滤波器和输出图像,可以将条纹图案分配给故障类别。

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