首页> 外文会议>Image Processing (ICIP 2009), 2009 >Palmprint verification using consistent orientation coding
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Palmprint verification using consistent orientation coding

机译:使用一致的方向编码进行掌纹验证

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Developing accurate and robust palmprint verification algorithms is one of the key issues in automatic palmprint recognition systems. Recently, orientation based coding algorithms, such as Competitive Code (CompCode) and Orthogonal Line Ordinal Features (OLOF), have been proposed and have been attracting much research attention. Such algorithms could achieve high accuracy with high feature matching speed for real time implementation. By investigating the relationship between these two different coding schemes, we propose in this paper a feature-level fusion scheme for palmprint verification. Only the stable features which are consistent between the two codes are extracted for matching. The experimental results on the public palmprint database show that the proposed fusion code could achieve at least 14% EER (Equal Error Rate) reduction compared with either of the original codes.
机译:开发准确而强大的掌纹验证算法是自动掌纹识别系统中的关键问题之一。近来,已经提出了基于方向的编码算法,例如竞争代码(CompCode)和正交线序特征(OLOF),并且已经引起了很多研究关注。这样的算法可以以高的特征匹配速度来实现高精度以用于实时实现。通过研究这两种不同编码方案之间的关系,我们在本文中提出了一种用于掌纹验证的特征级融合方案。仅提取两个代码之间一致的稳定特征以进行匹配。在公共掌纹数据库上的实验结果表明,与任一原始代码相比,所提出的融合代码可以实现至少14%的EER(均等错误率)降低。

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