伽玛校正三步条纹轮廓法检测表面缺陷的飞机表面

Swetha Vinayan, M. Ganesan, N. Joy, M. Augustin, N. Gupta
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引用次数: 1

摘要

飞机工业对飞机的日常检查非常依赖目视检查。一名熟练的检查员在飞机周围巡视,检查飞机表面是否有凹痕、裂缝和腐蚀等损坏。然而,这是一项费力的任务,有时可能无效。这就需要一个自动化流程的系统,以使其更快、更有效和更可靠。环绕飞机的探针捕获其图像并将其传输到执行图像处理算法的PC机可能是当前目视检查方法的替代解决方案。2D图像处理也可以帮助检测损伤,但它也可以检测表面特征,如书写、标记等,这使得识别损伤变得困难。表面的三维重建可以给表面清晰的概念,也可以帮助测量。条纹投影轮廓术是一种被广泛应用于重建表面、模型等的方法,它将条纹图案投影在待重建表面上,并从捕获的条纹图像中提取相位信息以重建表面。这就要求投影仪的响应是线性的,以便在轮廓中的灰度变化被正确地投影。然而,商业上可用的投影仪是伽马失真的,需要首先纠正。本文介绍了伽玛校正在曲面重建中的作用以及基于查找表(LUT)的伽玛校正方法的验证。由于飞机表面可以是不同类型的,因此需要在不同的表面上验证方法,通过捕获不同表面上的投影图案来进行LUT。结果表明,该方法不受所用表面和投影仪亮度的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Gamma corrected three-step fringe profilometry for the detection of surface defects on aircraft surfaces
Aircraft industry relies very much on visual inspection for routine inspection of aircrafts. A skilled inspector goes around the aircraft and checks the surface for damages such as dents, cracks and corrosion. This is however, a laborious task and sometimes maybe ineffective. This raises the need for a system to automate the process in order to make it faster, efficient and reliable. A probe going around the aircraft capturing its images and transferring them to a PC which performs image processing algorithms may be an alternative solution to the current visual inspection method. 2D image processing can also aid in detecting damages, but it also detects surface features such as writings, markings etc as damages which makes it difficult to identify the damage. 3D reconstruction of the surface can give clear cut idea about the surface and it can also help measurement. Fringe projection profilometry is one of the widely used methods to reconstruct surfaces, models, etc where fringe patterns are projected on the surface to be reconstructed and phase information is retrieved from the captured fringe images in order to reconstruct the surface. This necessitates the response of the projector to be linear so that the grayscale variations in the profile are projected properly. However, commercially available projectors are gamma distorted which needs to be corrected first. This paper describes studies carried out to study the effect of gamma correction in the surface reconstruction and the validation of a look up table (LUT) based gamma correction method. As the aircraft surfaces can be of different types, it is required to validate the methodology on different surfaces, with LUT made by capturing projected patterns on different surfaces. The results indicate that the method is independent of the surface used and the projector brightness levels.
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