A Cross-device Matching Fingerprint Database from Multi-type Sensors

	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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