利用方向场进行指纹图像快速分区

Orientation Field Based Rapid Global Segmentation of Fingerprint Image

  • 摘要: 指纹方向场真实地反映了指纹图像中本质的纹理特征,包括指纹的基本形状、结构和走势。方向场图像在局部区域表现相对一致,而在全局范围则表现出较大的差异。基于方向场对指纹图像进行分区,可以提供一种有用的辅助性全局特征。本文提出了一种指纹图像快速分区方法,并结合一种基于局部描述子的指纹图像匹配算法给出了其应用实例。在FVC2004DB1数据集上设计了实验,结果表明,这种分区方法能有效地提高识别率,同时缩短处理时间。

     

    Abstract: Fingerprint orientation field describes the essential texture feature of a fingerprint image,including shape,structure and direction.Fingerprint orientation field behaves similar in local region while very different in global region.We propose to segment a fingerprint image rapidly and coarsely using orientation field image,present an example of its application on local matching.We conduct experiments on FVC2004 DB1.The experimental results show that the proposed segmentation method helps to improve the identification accuracy and the efficiency of local-matching algorithms.

     

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