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4th Brazilian Symposium on Neural Networks (SBRN '97)
Fingerprint classification with neural networks
Campos do Jordao, BRAZIL
December 03-December 05
ISBN: 0-8186-8070-9
This paper presents some intermediate results on fingerprint classification adopting a neural network as decision stage, in order to evaluate the performance of a discrete wavelet transform as feature extraction technique. Some issues on the image acquisition, preprocessing and segmentation are also discussed.
Index Terms:
feedforward neural nets; fingerprint classification; discrete wavelet transform; feature extraction; image acquisition; image segmentation; image matching; feedforward neural networks; backpropagation
Citation:
H.V. Neto, D.L. Borges, "Fingerprint classification with neural networks," sbrn, pp.66, 4th Brazilian Symposium on Neural Networks (SBRN '97), 1997
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