CASIA OpenIR  > 中国科学院分子影像重点实验室
A Score-Level Fusion Method with Prior Knowledge for Fingerprint Matching
Zang, Yali; Yang, Xin; Cao, Kai; Jia, Xiaofei; Zhang, Ning; Tian, Jie
2012
Conference Name2012 21ST INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR 2012)
Source PublicationInternational Conference on Pattern Recognition (ICPR)
Pages2379-2382
Conference Date2012
Conference PlaceTsukuba, Japan
AbstractFingerprint matching is one of the most widely used biometrics for personal identification. However, the performance of fingerprint identification system is insufficient for many applications. Lots of methods were proposed to improve system performance by introducing more information into matching process. In this paper, we introduced a new kind of information named prior knowledge and proposed a score-level fusion method with prior knowledge for fingerprint matching. The trend and discrimination of scores are used as prior knowledge with sigmoid function to search the optimal fusion parameters. Experimental results show that the proposed prior knowledge is useful for fingerprint matching and the score-level fusion algorithm is effective to improve system performance and comparative to the best ones in FVC2004.
KeywordScores Discrimination Prior Knowledge Personal Identification Optimal Fusion Parameters Biometrics Image Matching
Indexed ByCPCI-T
Document Type会议论文
Identifierhttp://ir.ia.ac.cn/handle/173211/5473
Collection中国科学院分子影像重点实验室
Corresponding AuthorTian, Jie
Recommended Citation
GB/T 7714
Zang, Yali,Yang, Xin,Cao, Kai,et al. A Score-Level Fusion Method with Prior Knowledge for Fingerprint Matching[C],2012:2379-2382.
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