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Lip print recognition based on DTW algorithm

机译:基于DTW算法的唇印识别

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摘要

This paper presents a method of lip print recognition using the Dynamic Time Warping algorithm (DTW). The presented method consists of two stages. In the first stage lip print image is subjected to pre-processing which aims to distinct the lip pattern. In the second stage features extraction is performed by generation of the lip pattern image projections: horizontal, vertical and oblique (angle of 45° and 135°). The resulting projections are then compared with each other using the DTW algorithm. Tests were conducted for lip print images acquired from 30 individuals. The results are satisfactory and suggest the possibility of using the method in forensic identification systems.
机译:本文提出了一种使用动态时间规整算法(DTW)的唇印识别方法。所提出的方法包括两个阶段。在第一阶段中,对唇印图像进行预处理,目的是区分唇形。在第二阶段中,通过生成唇形图像投影来进行特征提取:水平,垂直和倾斜(45°和135°的角度)。然后使用DTW算法将得到的投影相互比较。对从30个人获得的唇印图像进行了测试。结果令人满意,表明在法医鉴定系统中使用该方法的可能性。

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