A hybrid algorithm for fingerprint enhancement

A hybrid algorithm for fingerprint enhancement

Quality enhancement of fingerprint images is important for a good performance of Automatic Fingerprint Identification System (AFIS). In this paper, a hybrid fingerprint enhancement algorithm is presented. This algorithm is based on morphological enhancement in the additive wavelet transform domain a...

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Hauptverfasser: Hashad, F.G., Halim, T.M., Diab, S.M., Sallam, B.M.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Bifurcation
Biometrics
Fingerprint recognition
Fingers
Image matching
Morphological operations
Morphology
Noise reduction
Shape
Wavelet transforms
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creator Hashad, F.G.
Halim, T.M.
Diab, S.M.
Sallam, B.M.
description Quality enhancement of fingerprint images is important for a good performance of Automatic Fingerprint Identification System (AFIS). In this paper, a hybrid fingerprint enhancement algorithm is presented. This algorithm is based on morphological enhancement in the additive wavelet transform domain and Wave Atom denoising. The performance of the proposed algorithm has been evaluated on a set of images. The results are compared with the results obtained using morphological enhancement, only. Our proposed algorithm has given a better performance than using morphological enhancement, only.
doi_str_mv 10.1109/ICCES.2009.5383311
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subjects Bifurcation
Biometrics
Fingerprint recognition
Fingers
Image matching
Morphological operations
Morphology
Noise reduction
Shape
Wavelet transforms
title A hybrid algorithm for fingerprint enhancement
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