Fingerprint verification by fusion of optical and capacitive sensors

被引:58
作者
Marcialis, GL [1 ]
Roli, F [1 ]
机构
[1] Univ Cagliari, Dept Elect & Elect Engn, I-09123 Cagliari, Italy
关键词
automatic fingerprint verification systems; multi-sensor fusion; fusion of multiple classifiers; pattern recognition; image analysis;
D O I
10.1016/j.patrec.2004.05.011
中图分类号
TP18 [人工智能理论];
学科分类号
081104 [模式识别与智能系统]; 0812 [计算机科学与技术]; 0835 [软件工程]; 1405 [智能科学与技术];
摘要
A few works have been presented so far on information fusion for fingerprint verification. None, however, have explicitly investigated the use of multi-sensor fusion, in other words, the integration of the information provided by multiple devices to capture fingerprint images. In this paper, a multi-sensor fingerprint verification system based on the fusion of optical and capacitive sensors is presented. Reported results show that such a multi-sensor system can perform better than traditional fingerprint matchers based on a single sensor. (C) 2004 Elsevier B.V. All rights reserved.
引用
收藏
页码:1315 / 1322
页数:8
相关论文
共 17 条
[1]
[Anonymous], 1995, PCASYSA PATTERN LEVE
[2]
Bishop C. M., 1996, Neural networks for pattern recognition
[3]
Dynamic classifier selection based on multiple classifier behaviour [J].
Giacinto, G ;
Roli, F .
PATTERN RECOGNITION, 2001, 34 (09) :1879-1881
[4]
On-line fingerprint verification [J].
Jain, A ;
Hong, L ;
Bolle, R .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1997, 19 (04) :302-314
[5]
Combining multiple matchers for a high security fingerprint verification system [J].
Jain, AK ;
Prabhakar, S ;
Chen, SY .
PATTERN RECOGNITION LETTERS, 1999, 20 (11-13) :1371-1379
[6]
Filterbank-based fingerprint matching [J].
Jain, AK ;
Prabhakar, S ;
Hong, L ;
Pankanti, S .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2000, 9 (05) :846-859
[7]
KETTE R, 1996, HDB IMAGE PROCESSING
[8]
FVC2000: Fingerprint verification competition [J].
Maio, D ;
Maltoni, D ;
Cappelli, R ;
Wayman, JL ;
Jain, AK .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2002, 24 (03) :402-412
[9]
Maltoni D., 2003, HDB FINGERPRINT RECO
[10]
Marcialis GL, 2003, LECT NOTES COMPUT SC, V2688, P814