Vision-Inspection-Synchronized Dual Optical Coherence Tomography for High-Resolution Real-Time Multidimensional Defect Tracking in Optical Thin Film Industry

被引:7
|
作者
Jeon, Deokmin [1 ]
Jung, Unsang [2 ]
Park, Kibeom [3 ]
Kim, Pilun [4 ]
Han, Sangyeob [1 ]
Jeong, Hyosang [1 ]
Wijesinghe, Ruchire Eranga [5 ,8 ]
Ravichandran, Naresh Kumar [6 ]
Lee, Jaeyul [1 ]
Han, Youngmin [7 ]
Jeon, Mansik [1 ]
Kim, Jeehyun [1 ]
机构
[1] Kyungpook Natl Univ, Coll IT Engn, Sch Elect & Elect Engn, Daegu 41566, South Korea
[2] Gumi Elect & Informat Technol Res Inst GERI, ICT Convergence Res Div, Digital Healthcare Res Ctr, Gumi 39253, South Korea
[3] Ulsan Natl Inst Sci & Technol UNIST, Dept Biomed Engn, Ulsan 44919, South Korea
[4] Kyungpook Natl Univ, Inst Biomed Engn Res, Daegu 41944, South Korea
[5] Kyungil Univ, Coll Engn, Dept Biomed Engn, Gyongsan 38428, South Korea
[6] Korea Basic Sci Inst, Ctr Sci Instrumentat, Daejeon 34133, South Korea
[7] Kyungil Univ, Dept Nucl Energy Convergence, Gyongsan 38428, South Korea
[8] Kyungil Univ, Coll Smart Engn, Dept Autonomous Robot Engn, Gyongsan 38428, South Korea
来源
IEEE ACCESS | 2020年 / 8卷
基金
新加坡国家研究基金会;
关键词
Inspection; Graphics processing units; Real-time systems; Synchronization; Signal processing algorithms; Imaging; Feature extraction; Automatic optical inspection; machine vision; optical coherence tomography; optical films; parallel processing; SWEPT-SOURCE; GLASS; MICROSCOPY;
D O I
10.1109/ACCESS.2020.3031361
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Large-scale product inspection is an important aspect in thin film industry to identify defects with a high precision. Although vision line scan camera (VLSC)-based inspection has been frequently implemented, it is limited to surface inspections. Therefore, to overcome the conventional drawbacks, there is a need to extend inspection capabilities to internal structures. Considering that VLSC systems have access to rich information, such as color and texture, high-resolution real-time multimodal optical synchronization between VLSC and dual spectral domain optical coherence tomography (SD-OCT) systems was developed with a laboratory customized in-built automated defect-tracking algorithm for optical thin films (OTFs). Distinguishable differences in the color and texture of the bezel area were precisely determined by the VLSC. Detailed OCT assessments were conducted to verify the detection of previously unobtainable border regions and micrometer-range sub-surface defects. To enhance the accuracy of the method, VLSC images were aided for the precise surface defect identification using OCT and the image acquisition, signal processing, image analysis, and classification of both techniques were simultaneously processed in real-time for industrial applicability. The results demonstrate that the proposed method is capable of detecting and enumerating total number of defects in OTF samples with exceptional resolution and in a cost-effective manner facilitating wide area inspection for OTF samples.
引用
收藏
页码:190700 / 190709
页数:10
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