Institutional Repository of Chinese Acad Sci, Inst Automat, CAS Key Lab Mol Imaging, Beijing 100190, Peoples R China
A Cross-device Matching Fingerprint Database from Multi-type Sensors | |
Jia, Xiaofei; Yang, Xin; Zang, Yali; Zhang, Ning; Tian, Jie | |
2012 | |
会议名称 | 2012 21ST INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR 2012) |
会议录名称 | International Conference on Pattern Recognition (ICPR) |
页码 | 3001-3004 |
会议日期 | 2012 |
会议地点 | Tsukuba, Ibaraki, Japan |
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 VeriFinger fingerprint recognition algorithm on it, and the experimental results indicate that the FingerPass crossdevice matching database is a challenge for fingerprint algorithms. |
关键词 | Fingerprint Identification Image Matching Image Sensors Visual Databases |
收录类别 | CPCI-T |
文献类型 | 会议论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/5474 |
专题 | 中国科学院分子影像重点实验室 |
通讯作者 | Tian, Jie |
推荐引用方式 GB/T 7714 | Jia, Xiaofei,Yang, Xin,Zang, Yali,et al. A Cross-device Matching Fingerprint Database from Multi-type Sensors[C],2012:3001-3004. |
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