Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei 106, Taiwan.
Department of Dentistry, National Yang-Ming University, Taipei 112, Taiwan.
Sensors (Basel). 2019 Sep 29;19(19):4234. doi: 10.3390/s19194234.
Digital dental reconstruction can be a more efficient and effective mechanism for artificial crown construction and period inspection. However, optical methods cannot reconstruct those portions under gums, and X-ray-based methods have high radiation to limit their applied frequency. Optical coherence tomography (OCT) can harmlessly penetrate gums using low-coherence infrared rays, and thus, this work designs an OCT-based framework for dental reconstruction using optical rectification, fast Fourier transform, volumetric boundary detection, and Poisson surface reconstruction to overcome noisy imaging. Additionally, in order to operate in a patient's mouth, the caliber of the injector is small along with its short penetration depth and effective operation range, and thus, reconstruction requires multiple scans from various directions along with proper alignment. However, flat regions, such as the mesial side of front teeth, may not have enough features for alignment. As a result, we design a scanning order for different types of teeth starting from an area of abundant features for easier alignment while using gyros to track scanned postures for better initial orientations. It is important to provide immediate feedback for each scan, and thus, we accelerate the entire signal processing, boundary detection, and point-cloud alignment using Graphics Processing Units (GPUs) while streamlining the data transfer and GPU computations. Finally, our framework can successfully reconstruct three isolated teeth and a side of one living tooth with comparable precisions against the state-of-art method. Moreover, a user study also verifies the effectiveness of our interactive feedback for efficient and fast clinic scanning.
数字牙科重建可以成为人工冠制作和牙周检查更有效率和更有效的机制。然而,光学方法无法重建牙龈下的部分,而基于 X 射线的方法辐射量大,限制了其应用频率。光学相干断层扫描(OCT)可以使用低相干红外线无害地穿透牙龈,因此,这项工作设计了一种基于 OCT 的牙科重建框架,使用光学整流、快速傅里叶变换、体积边界检测和泊松表面重建来克服噪声成像。此外,为了在患者口腔中运行,注射器的口径很小,穿透深度和有效操作范围短,因此,重建需要从不同方向进行多次扫描,并进行适当的对齐。然而,平坦区域,如前牙的近中侧,可能没有足够的特征进行对齐。因此,我们设计了不同类型牙齿的扫描顺序,从特征丰富的区域开始,以便更容易对齐,同时使用陀螺仪跟踪扫描姿势,以获得更好的初始方向。为每个扫描提供即时反馈非常重要,因此,我们使用图形处理单元(GPU)加速整个信号处理、边界检测和点云对齐,同时简化数据传输和 GPU 计算。最后,我们的框架可以成功重建三个孤立的牙齿和一个活牙的一侧,与最先进的方法相比具有相当的精度。此外,用户研究还验证了我们交互式反馈的有效性,可实现高效、快速的临床扫描。