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Detecting subtle cosmetic defects in automotive skin panels

机译:检测汽车皮肤面板中的细微化妆品缺陷

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摘要

Cosmetic defects, such as 'hollows', are deviations in topology of automotive skin panels that formas a result of springback at the end of the forming process. These deviations are usually too small and local to be detected by discrete measurements of the panel but become visually apparent after the application of paint. As a result, the perceived quality of a panel may become unacceptable and considerable time may be dedicated to minimizing their occurrence through tool modifications. This paper proposes that there are three aspects to the problem. The first is the springback of the panel, the second is the optics of the painted panel, and the third is the ability of human sight to perceive a defect. In particular, it is argued that hollows cause optical distortions that inform the human eye of the presence of a defect. The paper then suggests that signal processing techniques, in particular the wavelet transform, provide a way to relate the geometry of a hollow to the resulting optical distortion. The transform was applied to two physical parts and the paper will discuss the effectiveness of the transform in locating and quantifying the relative severities of the defects that were present. [PUBLICATION ABSTRACT]
机译:诸如“凹陷”之类的外观缺陷是汽车蒙皮板拓扑结构的偏差,这种偏差会在成型过程结束时形成回弹。这些偏差通常太小且太小,无法通过面板的离散测量来检测,但是在涂漆后在视觉上变得明显。结果,面板的感知质量可能变得不可接受,并且可能花费大量时间来通过工具修改来最小化面板的出现。本文提出该问题的三个方面。第一个是面板的回弹,第二个是喷漆面板的光学元件,第三个是人眼感知缺陷的能力。特别是,有人认为,空洞会引起光学畸变,从而使人眼知道缺陷的存在。然后,论文提出信号处理技术,特别是小波变换,提供了一种将凹陷的几何形状与所产生的光学失真相关联的方法。将该变换应用于两个物理部分,并且本文将讨论该变换在定位和量化存在的缺陷的相对严重性方面的有效性。 [出版物摘要]

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