Support Vector Machines for 3D Object Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
An introduction to support Vector Machines: and other kernel-based learning methods
An introduction to support Vector Machines: and other kernel-based learning methods
Fingerprint Matching Using Transformation Parameter Clustering
IEEE Computational Science & Engineering
Solving multiclass learning problems via error-correcting output codes
Journal of Artificial Intelligence Research
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
Fingerprint matching based on weighting method and the SVM
Neurocomputing
Efficient fingerprint search based on database clustering
Pattern Recognition
From Template to Image: Reconstructing Fingerprints from Minutiae Points
IEEE Transactions on Pattern Analysis and Machine Intelligence
Expert Systems with Applications: An International Journal
Agent based approach for distribution of fingerprint matching in a metacomputing environment
NOTERE '08 Proceedings of the 8th international conference on New technologies in distributed systems
Expert Systems with Applications: An International Journal
Using combination of support vector machines for automatic analog modulation recognition
Expert Systems with Applications: An International Journal
Fingerprint classification based on Adaboost learning from singularity features
Pattern Recognition
Fake finger detection based on time-series fingerprint image analysis
ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications
An automatic diagnosis system based on thyroid gland: ADSTG
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
An automatic diabetes diagnosis system based on LDA-Wavelet Support Vector Machine Classifier
Expert Systems with Applications: An International Journal
A TSVM-Based minutiae matching approach for fingerprint verification
IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
A fingerprint retrieval system based on level-1 and level-2 features
Expert Systems with Applications: An International Journal
A New Expert System for Diagnosis of Lung Cancer: GDA--LS_SVM
Journal of Medical Systems
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We report about some experiments on the fingerprint database NIST-4 using different combinations of Support Vector Machine (SVM) classifiers. Images have been preprocessed using the feature extraction technique as in [10]. Our best classification accuracy is 89.3 percent (with 1.8 percent rejection due to the feature extraction process) and is obtained by an error-correction scheme of SVM classifiers. Our current system does not outperform previously proposed classification methods, but the focus here is on the development of novel algorithmic ideas. In particular, as far as we know, SVM have not been applied before in this area and our preliminary findings clearly suggest that they are an effective and promising approach for fingerprint classification.