牙科生物识别:基于牙科工作信息的人类身份识别

M. Hofer, A. Marana
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引用次数: 39

摘要

牙科生物识别技术用于法医牙科,根据牙科x光片来识别或验证人的身份。提出了一种基于口腔工作信息的人的身份识别方法。提出的方法主要有三个处理步骤:分割(特征提取)、创建牙齿代码和匹配。在分割步骤中,采用阈值法检测牙齿图像的种子点。最后采用蛇形(活动轮廓)算法进行分割。牙科代码是从位置(上或下)、牙科诊所的大小和邻近诊所之间的距离定义的。匹配阶段使用编辑距离(levenshtein距离)执行。对插入、删除和替换操作的代价进行了调整,使匹配算法更加敏感。在包含68张牙科x光片的数据库中对该方法进行了测试,结果令人鼓舞。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dental Biometrics: Human Identification Based On Dental Work Information
Dental biometrics is used in forensic dentistry to identify or verify persons based on their dental radiographs. This paper presents a method for human identification based on dental work information. The proposed method works with three main processing steps: segmentation (feature extraction), creation of a dental code, and matching. In the segmentation step, seed points of the dental works are detected by thresholding. The final segmentation is obtained with a snake (active contour) algorithm. The dental code is defined from the position (upper or lower), the size of the dental works, and distance between neighboring dental works. The matching stage is performed with the Edit distance (levenshtein distance). The costs for the insertion, deletion and substitution operations were adapted to make the matching algorithm more sensitive. The method was tested on a database including 68 dental radiographs and the results are encouraging.
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