作者
Karen P Hollingsworth, Kevin W Bowyer, Patrick J Flynn
发表日期
2008/8/1
期刊
IEEE Transactions on Pattern Analysis and Machine Intelligence
卷号
31
期号
6
页码范围
964-973
出版商
IEEE
简介
Iris biometric systems apply filters to iris images to extract information about iris texture. Daugman's approach maps the filter output to a binary iris code. The fractional Hamming distance between two iris codes is computed and decisions about the identity of a person are based on the computed distance. The fractional Hamming distance weights all bits in an iris code equally. However, not all the bits in an iris code are equally useful. Our research is the first to present experiments documenting that some bits are more consistent than others. Different regions of the iris are compared to evaluate their relative consistency, and contrary to some previous research, we find that the middle bands of the iris are more consistent than the inner bands. The inconsistent-bit phenomenon is evident across genders and different filter types. Possible causes of inconsistencies, such as segmentation, alignment issues, and different …
引用总数
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学术搜索中的文章
KP Hollingsworth, KW Bowyer, PJ Flynn - IEEE Transactions on Pattern Analysis and Machine …, 2008