计算机工程 ›› 2019, Vol. 45 ›› Issue (5): 187-193.doi: 10.19678/j.issn.1000-3428.0050817

• 图形图像处理 • 上一篇    下一篇

修正的带限相位相关指静脉识别算法

雷蕾,席峰,陈胜垚   

  1. 南京理工大学 电子工程与光电技术学院,南京 210094
  • 收稿日期:2018-03-16 出版日期:2019-05-15 发布日期:2019-05-15
  • 作者简介:雷蕾(1986—),女,副研究员、博士,主研方向为图像处理、生物识别;席峰、陈胜垚,副教授、博士。

Finger Vein Recognition Algorithm Using Modified Band Limited Phase Only Correlation

LEI Lei,XI Feng,CHEN Shengyao   

  1. School of Electronic and Optical Engineering,Nanjing University of Science and Technology,Nanjing 210094,China
  • Received:2018-03-16 Online:2019-05-15 Published:2019-05-15

摘要:

基于带限相位相关的指静脉识别算法通常忽略带限窗口的影响,其识别精度和速度有待提高。为此,提出一种修正的带限相位相关算法。根据指静脉频谱图及其成像特征设计并提取带限和遍历参数,利用相关系数峰值完成图像的匹配识别。在SDU-MLA、THU-FV和NUST-FV 3个指静脉数据库上进行实验,结果表明,该算法的指静脉识别速度和精度得到提高。

关键词: 生物识别, 指静脉, 带限相位相关, 频谱图, 识别速度

Abstract:

The influence of band limited parameters is usually ignored in finger vein recognition algorithm based on the Band Limited Phase Only Correlation(BLPOC) and its recognition accuracy and speed need to be improved.Thus,a novel algorithm using the modified BLPOC is proposed.The band limited and scanning range is determined using the spectrum and the features of finger vein image.Then,the correlation coefficient peak value is used to complete the match of finger vein image.Experiments are based on three finger vein databases,namely,SDU-MLA,THU-FV and NUST-FV,the results show that,the recognition accuracy and speed of the novel algorithm is effectively improved.

Key words: biometric recognition, finger vein, Band Limited Phase Only Correlation(BLPOC), spectrum image, recognition speed

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