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Estimation of surface topography for dental implants using advanced metrological technology and digital image processing techniques

机译:使用先进的计量技术和数字图像处理技术估算牙科植入物的表面形貌

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摘要

Determination of surface topography for dental implants is crucial and possible with the advances of novel technological developments in surface measurement. Using these high technologies improves the production of the non-technical medical products and thus enhances the quality assurance for the surface of dental implants. The ultimate aim of this research study is to establish a ground in evaluating the surface topographical measurements to be done in real time. The current purpose of this study is to create a computerized model of a molar tooth and to investigate the surface characteristics of the original tooth and the implant samples not only in measuring their surface roughness but also in analyzing their surfaces using image processing techniques. The surfaces of dental implants and teeth were measured using 3D digital microscope and the stylus profilometer. The captured high resolution images were analyzed by Fast Fourier Transform (FFT) and the results from 3D digital microscope, the stylus profilometer and image analyses were compared. The measurement results showed that the surface roughness of the implant and tooth were significantly different. On the other hand, the correlation between the results from the measured values obtained from 3D digital microscope and the stylus profilometer, and those from image processing were very similar. The error between measured and predicted values from 3D digital microscope and image processing was calculated, respectively. The root mean square error (RMSE) is 0.033 μm for original tooth sample and 0.045 μm for implant sample. It can be concluded that the image processing methods can be used in roughness measurement process. Additionally, the image analysis results indicated that FFT analysis can represent the variation in the surface roughness with high correlation (R~2 = 0.94 for the original tooth sample and 0.88 for the implant sample).
机译:牙科植入物表面形貌的确定至关重要,并且随着表面测量领域新技术的发展而成为可能。使用这些高科技可以提高非技术医疗产品的产量,从而提高牙科植入物表面的质量保证。这项研究的最终目的是为评估实时进行的表面形貌测量奠定基础。这项研究的当前目的是创建臼齿的计算机模型,并研究原始牙齿和植入物样品的表面特性,不仅可以测量其表面粗糙度,还可以使用图像处理技术分析其表面。使用3D数字显微镜和测针轮廓仪测量牙齿植入物和牙齿的表面。通过快速傅立叶变换(FFT)分析捕获的高分辨率图像,并比较3D数字显微镜,测针轮廓仪和图像分析的结果。测量结果表明,植入物和牙齿的表面粗糙度明显不同。另一方面,从3D数字显微镜和测针轮廓仪获得的测量值与图像处理的结果之间的相关性非常相似。分别计算了来自3D数字显微镜和图像处理的测量值和预测值之间的误差。原始牙齿样品的均方根误差(RMSE)为0.033μm,植入物样品的均方根误差为0.045μm。可以得出结论,该图像处理方法可以用于粗糙度测量过程中。此外,图像分析结果表明,FFT分析可以代表具有高相关性的表面粗糙度变化(原始牙齿样品的R〜2 = 0.94,植入物样品的R〜2 = 0.84)。

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