An adaptive algorithm for fingerprints image enhancement using gabor filters

Fingerprint image enhancement is a preprocessing step in fingerprint recognition applications. In this paper, an improved algorithm for enhancement of fingerprint image is proposed. The proposed method includes additional steps of adaptive background subtraction and adaptive filtering to the previou...

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Hauptverfasser: Hadhoud, M.M., ElKilani, W.S., Samaan, M.I.
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creator Hadhoud, M.M.
ElKilani, W.S.
Samaan, M.I.
description Fingerprint image enhancement is a preprocessing step in fingerprint recognition applications. In this paper, an improved algorithm for enhancement of fingerprint image is proposed. The proposed method includes additional steps of adaptive background subtraction and adaptive filtering to the previous fingerprint image enhancement methods based on Gabor filter. The adaptive filtering step enhances the edges of the fingerprints.
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subjects Adaptive algorithm
Adaptive filter
Adaptive filters
Application software
Band pass filters
Feature extraction
Filtering
Fingerprint Enhancement
Fingerprint recognition
Fingers
Gabor filter
Gabor filters
Image matching
Segmentation
title An adaptive algorithm for fingerprints image enhancement using gabor filters
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