943 search results - page 1 / 189 » Fingerprint Classification with Combinations of Support Vect... |
AVBPA
2001
Springer
13 years 8 months ago
2001
Springer
Abstract. We report about some experiments on the fingerprint database NIST-4 using different combinations of Support Vector Machine (SVM) classifiers. Images have been preprocesse...
IDA
2010
Springer
12 years 11 months ago
2010
Springer
Fingerprint classification reduces the searching time of an automated fingerprint identification system. Since fingerprints have properties of intra-class diversities and inter-cla...
AIIA
2001
Springer
13 years 8 months ago
2001
Springer
We present new fingerprint classification algorithms based on two machine learning approaches: support vector machines (SVMs), and recursive neural networks (RNNs). RNNs are traine...
ICBA
2004
Springer
13 years 10 months ago
2004
Springer
Combining multiple biometrics may enhance the performance of personal authentication system in accuracy and reliability. In this paper, we compare 13 combination methods in the con...
CAIP
2003
Springer
13 years 10 months ago
2003
Springer
Abstract. The support vector machine is basically to deal with a two-class classification problem. To get M-class classifiers for face recognition, it is common to construct a set ...