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A cross-device matching fingerprint database from multi-type sensors

  • Xiaofei Jia*
  • , Xin Yang
  • , Yali Zang
  • , Ning Zhang
  • , Jie Tian
  • *此作品的通讯作者
  • CAS - Institute of Automation

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Databases play an important role in evaluating the performance of fingerprint identification algorithms. But which can be used to test the interoperability? That is to say, few of databases can test the performance of an algorithm on images acquired by different sensors. In order to solve the problem, we create the FingerPass cross-device matching fingerprint database which consists of almost 80 thousand fingerprint images from 90 subjects on nine different fingerprint sensors. We take both technology type and interaction type into consideration when choosing the sensors, totally different from other databases. It can test the interoperability of an algorithm at both the sensor level and the sensor type level. So we can use the FingerPass to test the performance of a cross-device matching algorithm for sensors of a specific type or different types. We apply the Ver-iFinger fingerprint recognition algorithm on it, and the experimental results indicate that the FingerPass cross-device matching database is a challenge for fingerprint algorithms.

源语言英语
主期刊名ICPR 2012 - 21st International Conference on Pattern Recognition
出版商Institute of Electrical and Electronics Engineers Inc.
3001-3004
页数4
ISBN(印刷版)9784990644109
出版状态已出版 - 2012
已对外发布
活动21st International Conference on Pattern Recognition, ICPR 2012 - Tsukuba, 日本
期限: 11 11月 201215 11月 2012

出版系列

姓名Proceedings - International Conference on Pattern Recognition
ISSN(印刷版)1051-4651

会议

会议21st International Conference on Pattern Recognition, ICPR 2012
国家/地区日本
Tsukuba
时期11/11/1215/11/12

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