A Multichannel Approach to Fingerprint Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fingerprint Classification by Directional Image Partitioning
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pattern Recognition Letters
Proceedings of the First International Workshop on Multiple Classifier Systems
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
Combining Fingerprint Classifiers
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
A Structural Approach to Fingerprint Classification
ICPR '96 Proceedings of the International Conference on Pattern Recognition (ICPR '96) Volume III-Volume 7276 - Volume 7276
A general framework for adaptive processing of data structures
IEEE Transactions on Neural Networks
A New Machine Learning Approach to Fingerprint Classification
AI*IA 01 Proceedings of the 7th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
A robust two step approach for fingerprint identification
Pattern Recognition Letters - Special issue: Audio- and video-based biometric person authentication (AVBPA 2001)
A two-stage fingerprint classification system
WBMA '03 Proceedings of the 2003 ACM SIGMM workshop on Biometrics methods and applications
Fast Robust Fingerprint Feature Extraction and Classification
Journal of Intelligent and Robotic Systems
Efficient fingerprint search based on database clustering
Pattern Recognition
Enhanced SEA algorithm and fingerprint classification
International Journal of Computer Applications in Technology
Fingerprint classification based on Adaboost learning from singularity features
Pattern Recognition
Fusion of statistical and structural fingerprint classifiers
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Fingerprint classification based on curvature sampling and RBF neural networks
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
A fingerprint retrieval system based on level-1 and level-2 features
Expert Systems with Applications: An International Journal
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This paper investigates the advantages of the combination of flat and structural approaches for fingerprint classification. A novel structural classification method is described and compared with the multichannel flat method recently proposed by Jain et al. [1]. Performances and complementarity of the two methods are evaluated using NIST-4 Database. A simple approach based on the concept of metaclassification is proposed for the combination of the two fingerprint classification methods. Reported results point out the potential advantages of the combination of flat and structural fingerprint-classification approaches. In particular, such results show that the exploitation of structural information allows increasing classification performances.