Non-destructive analysis of flake properties in automotive paints with full-field optical coherence tomography and 3D segmentation

被引:23
|
作者
Zhang, Jinke [1 ]
Williams, Bryan M. [2 ]
Lawman, Samuel [1 ]
Atkinson, David [3 ]
Zhang, Zijian [1 ]
Shen, Yaochun [1 ]
Zheng, Yalin [2 ]
机构
[1] Univ Liverpool, Dept Elect Engn & Elect, Liverpool L69 3GJ, Merseyside, England
[2] Univ Liverpool, Dept Eye & Vis Sci, Liverpool L7 8TX, Merseyside, England
[3] Univ Liverpool, Sch Engn, Liverpool L69 3GH, Merseyside, England
来源
OPTICS EXPRESS | 2017年 / 25卷 / 16期
基金
美国国家卫生研究院; 英国工程与自然科学研究理事会;
关键词
RETINAL LAYERS; ACTIVE CONTOURS; EXPLOSIVES; SPEED;
D O I
10.1364/OE.25.018614
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Automotive coating systems are designed to protect vehicle bodies from corrosion and enhance their aesthetic value. The number, size and orientation of small metallic flakes in the base coat of the paint has a significant effect on the appearance of automotive bodies. It is important for quality assurance (QA) to be able to measure the properties of these small flakes, which are approximately 10 mu m in radius, yet current QA techniques are limited to measuring layer thickness. We design and develop a time-domain (TD) full-field (FF) optical coherence tomography (OCT) system to scan automotive panels volumetrically, non-destructively and without contact. We develop and integrate a segmentation method to automatically distinguish flakes and allow measurement of their properties. We test our integrated system on nine sections of five panels and demonstrate that this integrated approach can characterise small flakes in automotive coating systems in 3D, calculating the number, size and orientation accurately and consistently. This has the potential to significantly impact QA testing in the automotive industry. (C) 2017 Optical Society of America
引用
收藏
页码:18614 / 18628
页数:15
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