Establishment of method distinguishing between defects and artificial texture in defect inspection with phase-shift illumination method

IF 1.1 4区 物理与天体物理 Q4 OPTICS Optical Review Pub Date : 2023-08-05 DOI:10.1007/s10043-023-00830-y
Yoshito Onishi, Yoshiho Seo, Masaoki Matsuoka, Shigeru Serikawa, Ken Tsugane
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Abstract

Inspection systems with a machine vision camera have been extensively applied in factory automation detecting unclear defects. In this automatic inspection, optical engineering technology needs to emphasize the contrast of defects in order to quickly find them in a camera image and improve image recognition accuracy. Using the phase-shift illumination method with striped structured illumination, we develop optical engineering and image processing technology to enhance defects in transparent materials. Our challenge has been to distinguish actual defects from dark fringes due to artificial three-dimensional texture on a target sample. We proposed theoretically that an innovative method providing an illumination pattern with finite-width dark regions would make the gentler slope of artificial texture less visible than actual defects. We extended our theoretical model in the case of a square wave as the typical illumination pattern and established an inspection method distinguishing defects from artificial texture. We confirmed with simulations and experiments that the square-wave illumination enables us to distinguish between defects and artificial texture.

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相移照明法缺陷检测中缺陷与人工纹理识别方法的建立
带有机器视觉摄像头的检测系统已广泛应用于工厂自动化检测不清楚的缺陷。在这种自动检测中,光学工程技术需要强调缺陷的对比度,以便在相机图像中快速发现缺陷,提高图像识别精度。利用条纹结构照明的相移照明方法,我们开发了光学工程和图像处理技术来增强透明材料中的缺陷。我们面临的挑战是将实际缺陷与目标样品上人造三维纹理导致的暗条纹区分开来。从理论上讲,我们提出了一种创新的方法,提供具有有限宽度暗区的照明图案,将使人造纹理的平缓斜率比实际缺陷更不可见。我们在方波作为典型照明模式的情况下扩展了我们的理论模型,并建立了一种区分缺陷和人工纹理的检测方法。我们通过模拟和实验证实,方波照明使我们能够区分缺陷和人工纹理。
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来源期刊
Optical Review
Optical Review 物理-光学
CiteScore
2.30
自引率
0.00%
发文量
62
审稿时长
2 months
期刊介绍: Optical Review is an international journal published by the Optical Society of Japan. The scope of the journal is: General and physical optics; Quantum optics and spectroscopy; Information optics; Photonics and optoelectronics; Biomedical photonics and biological optics; Lasers; Nonlinear optics; Optical systems and technologies; Optical materials and manufacturing technologies; Vision; Infrared and short wavelength optics; Cross-disciplinary areas such as environmental, energy, food, agriculture and space technologies; Other optical methods and applications.
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