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
相关论文
共 50 条
  • [41] Sub-micron X-ray Computed Tomography for Non-Destructive 3D Visualization and Analysis
    Gelb, J.
    Feser, M.
    Tkachuk, A.
    Hsu, G.
    Chen, S.
    Chang, H.
    Fong, T.
    Hunter, L.
    Goldberger, I.
    Lau, H.
    Yun, W.
    MICROSCOPY AND MICROANALYSIS, 2009, 15 : 618 - 619
  • [42] Comparing non-destructive 3D X-ray computed tomography with destructive optical microscopy for microstructural characterization of fiber reinforced composites
    Hanhan, Imad
    Agyei, Ronald
    Xiao, Xianghui
    Sangid, Michael D.
    COMPOSITES SCIENCE AND TECHNOLOGY, 2019, 184
  • [43] Full 3D displacement field measurement by Optical Scanning Tomography and PIV Tomography
    Germaneau, A.
    Doumalin, P.
    Dupre, J. -C.
    Thomas, L.
    Grulier, V.
    Braud, P.
    Tremblais, B.
    David, L.
    ICEM 14: 14TH INTERNATIONAL CONFERENCE ON EXPERIMENTAL MECHANICS, VOL 6, 2010, 6
  • [44] A Statistical Model for 3D Segmentation of Retinal Choroid in Optical Coherence Tomography Images
    Ghasemi, F.
    Rabbani, H.
    MEDICAL IMAGING 2014: BIOMEDICAL APPLICATIONS IN MOLECULAR, STRUCTURAL, AND FUNCTIONAL IMAGING, 2014, 9038
  • [45] Automated 3D Lamina Cribrosa Segmentation in Optical Coherence Tomography Volumetric Scans
    Mao, Zaixing
    Miki, Atsuya
    Mei, Song
    Dong, Ying
    Maruyama, Kazuichi
    Kawasaki, Ryo
    Usui, Shinichi
    Matsushita, Kenji
    Nishida, Kohji
    Chan, Kinpui
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2019, 60 (09)
  • [46] A compact MicroCT/MicroXRF scanner for non-destructive 3D chemical analysis
    Sasov, Alexander
    Liu, Xuan
    Rushmer, David
    DEVELOPMENTS IN X-RAY TOMOGRAPHY VI, 2008, 7078
  • [47] NON-DESTRUCTIVE ANALYSIS OF FIBER PROPERTIES USING 3D X-RAY TOMOGRAPHIC DATA
    Miettinen, A.
    Kataja, M.
    COMPOSITE MATERIALS FOR STRUCTURAL PERFORMANCE: TOWARDS HIGHER LIMITS, 2011, : 385 - 392
  • [48] Full-field analysis of notch effects of 3D carbon/carbon composites
    Qin, Lijun
    Zhang, Zhongwei
    Feng, Zhihai
    Li, Xiaofeng
    Wang, Yu
    Wang, Yang
    Miao, Hong
    He, Linghui
    Gong, Xinglong
    JOURNAL OF MATERIALS SCIENCE, 2013, 48 (09) : 3454 - 3460
  • [49] Testand analysis of full-field 3d deformation for a wind turbine blade
    College of Civil Engineering and Mechanics, Yanshan University, Qinhuangdao
    066004, China
    不详
    325035, China
    Taiyangneng Xuebao, 9 (2257-2262):
  • [50] Full-field analysis of notch effects of 3D carbon/carbon composites
    Lijun Qin
    Zhongwei Zhang
    Zhihai Feng
    Xiaofeng Li
    Yu Wang
    Yang Wang
    Hong Miao
    Linghui He
    Xinglong Gong
    Journal of Materials Science, 2013, 48 : 3454 - 3460