首页    期刊浏览 2024年11月28日 星期四
登录注册

文章基本信息

  • 标题:One Hamming Distance Deviation Matching Approach For Iris Recognition
  • 本地全文:下载
  • 作者:Lv Hanfei ; Jiang Congfeng
  • 期刊名称:International Journal of Security and Its Applications
  • 印刷版ISSN:1738-9976
  • 出版年度:2014
  • 卷号:8
  • 期号:5
  • 页码:277-290
  • DOI:10.14257/ijsia.2014.8.5.25
  • 出版社:SERSC
  • 摘要:In this paper we propose a Hamming Distance Deviation Matching Approach (HDDMA) for Iris recognition. Our HDDMA approach is different from the traditional iris matching method based on Hamming Distance. Firstly we use the odd symmetry Gabor filters with single frequency and two directions to extract iris edge information. Secondly we use zero-crossing detecting method to encode the filtering results . Finally we construct the HDDMA parameter for iris matching. Comparison experiments between the traditional Hamming Distance matching method and the proposed HDDMA are conducted on five iris datasets. The experimental results show that the equal error rate and the correct recognition ratio of the HDDMA are better than those of the traditional Hamming Distance matching method consistently in all iris datasets and the HDDMA has strong anti-eyelid and eyelash noise capability
  • 关键词:Feature matching; Hamming Distance Deviation Matching Approach; Iris ; recognition
国家哲学社会科学文献中心版权所有