Fingerprint matching using dual hilbert scans

Li Tian, Liang Chen, Sei Ichiro Kamata

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

A new fingerprint matching algorithm using dual Hilbert scans is presented in this study. We treat the fingerprint matching as point pattern matching problem and Hilbert scans are used in two aspects of the matching problem: one is applied to the similarity measure and the other is used in search space reduction. The similarity measure named Hilbert Scanning Distance (HSD) can be computed fast by converting the 2-D coordinates of 2-D images into 1-D space information using Hilbert scan. On the other hand, the 3-D search space can be converted to a 1-D search space sequence. The proposed method has been tested on FVC2002 database. The experimental results show that our method can implement fingerprint matching robustly and efficiently. The performance evaluation EER (Equal-Error Rate) generally used is very low by our algorithm.

Original languageEnglish
Title of host publicationProceedings - International Conference on Signal Image Technologies and Internet Based Systems, SITIS 2007
Pages593-600
Number of pages8
DOIs
Publication statusPublished - 2007 Dec 1
Event3rd IEEE International Conference on Signal Image Technologies and Internet Based Systems, SITIS'07 - Jiangong Jinjiang, Shanghai, China
Duration: 2007 Dec 162007 Dec 18

Publication series

NameProceedings - International Conference on Signal Image Technologies and Internet Based Systems, SITIS 2007

Conference

Conference3rd IEEE International Conference on Signal Image Technologies and Internet Based Systems, SITIS'07
CountryChina
CityJiangong Jinjiang, Shanghai
Period07/12/1607/12/18

ASJC Scopus subject areas

  • Computer Graphics and Computer-Aided Design
  • Computer Networks and Communications
  • Signal Processing

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  • Cite this

    Tian, L., Chen, L., & Kamata, S. I. (2007). Fingerprint matching using dual hilbert scans. In Proceedings - International Conference on Signal Image Technologies and Internet Based Systems, SITIS 2007 (pp. 593-600). [4618827] (Proceedings - International Conference on Signal Image Technologies and Internet Based Systems, SITIS 2007). https://doi.org/10.1109/SITIS.2007.75