Floating search methods in feature selection
Pattern Recognition Letters
Handbook of Fingerprint Recognition
Handbook of Fingerprint Recognition
FVC2002: Second Fingerprint Verification Competition
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 3 - Volume 3
Fingerprint Matching Using an Orientation-Based Minutia Descriptor
IEEE Transactions on Pattern Analysis and Machine Intelligence
Rapid and brief communication: Two-class fingerprint matcher
Pattern Recognition
Multiresolution face recognition
Image and Vision Computing
An automated palmprint recognition system
Image and Vision Computing
Fingerprint quality indices for predicting authentication performance
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Ensembling local learners ThroughMultimodal perturbation
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Filterbank-based fingerprint matching
IEEE Transactions on Image Processing
A multi-matcher for ear authentication
Pattern Recognition Letters
Wavelet decomposition tree selection for palm and face authentication
Pattern Recognition Letters
Local binary patterns for a hybrid fingerprint matcher
Pattern Recognition
Expert Systems with Applications: An International Journal
Wavelet-based multiresolution analysis of ridges for fingerprint liveness detection
International Journal of Information and Computer Security
Descriptors for image-based fingerprint matchers
Expert Systems with Applications: An International Journal
High resolution partial fingerprint alignment using pore-valley descriptors
Pattern Recognition
Predicting trait impressions of faces using local face recognition techniques
Expert Systems with Applications: An International Journal
Minutiae and modified Biocode fusion for fingerprint-based key generation
Journal of Network and Computer Applications
Confidence partition and hybrid fusion in multimodal biometric verification system
BioID_MultiComm'09 Proceedings of the 2009 joint COST 2101 and 2102 international conference on Biometric ID management and multimodal communication
| Hi-index | 0.01 |
In this work we present a hybrid fingerprint matcher system based on the multi-resolution analysis of the fingerprint pattern and on minutiae-based registration module. Two fingerprints are first aligned using their minutiae, then the images are divided in sub-windows and each sub-window is decomposed into frequency sub-bands at different decomposition levels using a set of wavelet functions, finally a distinct classifier is trained on each sub-band to distinguish matching pairs of fingerprint from non-matching one (defining a two-class matching problem). The features extracted for the matching are the standard deviation of the image convolved with 16 Gabor filters. The selection among the pool of matchers, is performed by running Sequential Forward Floating Selection. The retained matchers are weighted by a novel localized quality measure and combined by a fusion rule. Extensive experiments conducted over the four FVC2002 fingerprint databases show the effectiveness of the proposed approach.