Literature DB >> 29041059

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

Jinke Zhang, Bryan M Williams, Samuel Lawman, David Atkinson, Zijian Zhang, Yaochun Shen, Yalin Zheng.   

Abstract

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 10μm 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.

Year:  2017        PMID: 29041059     DOI: 10.1364/OE.25.018614

Source DB:  PubMed          Journal:  Opt Express        ISSN: 1094-4087            Impact factor:   3.894


  5 in total

Review 1.  Roles of Extracellular Vesicles in High-Grade Gliomas: Tiny Particles with Outsized Influence.

Authors:  Michael W Graner
Journal:  Annu Rev Genomics Hum Genet       Date:  2019-04-12       Impact factor: 8.929

2.  High-resolution retinal swept source optical coherence tomography with an ultra-wideband Fourier-domain mode-locked laser at MHz A-scan rates.

Authors:  Jan Philip Kolb; Tom Pfeiffer; Matthias Eibl; Hubertus Hakert; Robert Huber
Journal:  Biomed Opt Express       Date:  2017-12-05       Impact factor: 3.732

3.  In situ process monitoring in selective laser sintering using optical coherence tomography.

Authors:  Michael R Gardner; Adam Lewis; Jongwan Park; Austin B McElroy; Arnold D Estrada; Scott Fish; Joseph J Beaman; Thomas E Milner
Journal:  Opt Eng       Date:  2018-03-01

Review 4.  Methods and applications of full-field optical coherence tomography: a review.

Authors:  Ling Wang; Rongzhen Fu; Chen Xu; Mingen Xu
Journal:  J Biomed Opt       Date:  2022-05       Impact factor: 3.758

5.  Multiclass Level-Set Segmentation of Rust and Coating Damages in Images of Metal Structures.

Authors:  Michał Bembenek; Teodor Mandziy; Iryna Ivasenko; Olena Berehulyak; Roman Vorobel; Zvenomyra Slobodyan; Liubomyr Ropyak
Journal:  Sensors (Basel)       Date:  2022-10-07       Impact factor: 3.847

  5 in total

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