Keem S, Elbaum M
Department of Electrical Engineering, Columbia University, Irvington-on-Hudson, NY, USA.
IEEE Trans Med Imaging. 1997 Oct;16(5):653-63. doi: 10.1109/42.640756.
Digital imaging fiber-optic transillumination (DI-FOTI) is a novel method to detect and monitor dental caries, using light, a charge-coupled device (CCD) camera, and computer-controlled image acquisition. The advantages of DIFOTI over radiography include: no ionizing radiation, no film, real-time diagnosis, and higher sensitivity in detection of early lesions not apparent to X-ray, as demonstrated in vitro. Here, we present a method of processing DIFOTI images, acquired at different times, for monitoring changes. Of central importance to this application is pattern matching of image frames that is invariant to translation and rotation of a tooth, relative to the field of view of the imaging camera, and that is robust to changes in illumination source intensity. Our method employs: 1) wavelet modulus maxima representations for segmentation of teeth images; 2) first and second moments of gray level representations of DIFOTI images in the spatial domain, to estimate tooth location and orientation; and 3) multiresolution wavelet magnitude representations for quantitative monitoring. Even with illumination source intensity variation, it is demonstrated in vitro that such wavelet representations can facilitate detection of simulated clinical changes in light transmission that cannot be detected in the spatial domain.
数字成像光纤透照术(DI-FOTI)是一种利用光线、电荷耦合器件(CCD)相机及计算机控制的图像采集来检测和监测龋齿的新方法。与X线摄影相比,DI-FOTI的优势包括:无电离辐射、无需胶片、实时诊断,以及如体外实验所示,对X线无法显示的早期病变具有更高的检测灵敏度。在此,我们介绍一种处理不同时间采集的DI-FOTI图像以监测变化的方法。对于此应用至关重要的是图像帧的模式匹配,这种匹配对于牙齿相对于成像相机视野的平移和旋转具有不变性,并且对于照明源强度的变化具有鲁棒性。我们的方法采用:1)用于牙齿图像分割的小波模极大值表示;2)在空间域中DI-FOTI图像灰度级表示的一阶和二阶矩,以估计牙齿的位置和方向;3)用于定量监测的多分辨率小波幅度表示。即使存在照明源强度变化,体外实验表明,这种小波表示能够促进检测在空间域中无法检测到的模拟临床透光变化。