Biometric Systems: Technology, Design and Performance Evaluation
Biometric Systems: Technology, Design and Performance Evaluation
Handbook of Multibiometrics (International Series on Biometrics)
Handbook of Multibiometrics (International Series on Biometrics)
Replacement Algorithms for Fingerprint Template Update
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Score Based Biometric Template Selection and Update
FGCN '08 Proceedings of the 2008 Second International Conference on Future Generation Communication and Networking - Volume 03
Handbook of Fingerprint Recognition
Handbook of Fingerprint Recognition
Template Update Methods in Adaptive Biometric Systems: A Critical Review
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Score normalization in multimodal biometric systems
Pattern Recognition
Temporal analysis of biometric template update procedures in uncontrolled environment
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
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Fingerprint images captured in real world applications always include some variations, called intra-class variations, due to various uncontrolled conditions like scratching, aging, moisting, drying, etc. It is important for current fingerprint identification systems to adaptively deal with these variations. In this paper, we propose a semi-supervised FSS based fingerprint identification method. We use unlabeled samples to train FSS Center for each finger in a semi-supervised setting, which significantly improves the robustness of the FSS based method. We evaluate our method on the DIEE Fingerprint database. The experimental results show favorable performance of our method as compared to state-of-the-art.