Study of a committee of neural networks for biometric hand-geometry recognition
M Faundez-Zanuy - International Work-Conference on Artificial Neural …, 2005 - Springer
This Paper studies different committees of neural networks for biometric pattern recognition.
We use the neural nets as classifiers for identification and verification purposes. We show
that a committee of nets can improve the recognition rates when compared with a multi-start
initialization algorithm that just picks up the neural net which offers the best performance. On
the other hand, we found that there is no strong correlation between identification and
verification applications using the same classifier.
We use the neural nets as classifiers for identification and verification purposes. We show
that a committee of nets can improve the recognition rates when compared with a multi-start
initialization algorithm that just picks up the neural net which offers the best performance. On
the other hand, we found that there is no strong correlation between identification and
verification applications using the same classifier.
[CITATION][C] Study of a committee of neural networks for biometric hand-geometry recognition
MF Zanuy - … and bioinspired systems. 8th International Work …, 2005 - dialnet.unirioja.es
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