Automated Thickness Measurement of Nacreous Layer of Seawater Pearls Based on Optical Coherence Tomography

Chengkun Xue, Yankui Sun, Daoshun Wang, Peng Li
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引用次数: 3

Abstract

The nondestructive optical coherence tomography measurement can show the shell-nucleus features, quantify the nacre thickness and thus has the potential to identify or grade the pearls [1]. However, the automated thickness measurement of nacreous layer based on OCT has not been reported. In this article, an automated approach is first time proposed to measure the thickness of nacreous layer using OCT raw data. This approach made use of the signal characteristic of OCT scan line, integrated with support vector machine (SVM), hidden markov model (HMM) and circle fitting technologies to measure the thickness of the nacreous layer of seawater pearls. The experimental results show this approach is accurate and adaptable.
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基于光学相干层析成像的海水珍珠珍珠层厚度自动测量
无损光学相干层析成像测量可以显示壳核特征,量化珍珠层厚度,从而有可能对珍珠进行识别或分级[1]。然而,基于OCT的珠光层厚度自动测量尚未见报道。本文首次提出了一种利用OCT原始数据自动测量珠光层厚度的方法。该方法利用OCT扫描线的信号特征,结合支持向量机(SVM)、隐马尔可夫模型(HMM)和圆拟合技术对海水珍珠珍珠层厚度进行测量。实验结果表明,该方法准确、适应性强。
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