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Browsing by Author "Darweesh, Thaer Sultan"

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    Master Thesis
    Fingerprint identification by using wavelet transform and statistical texture measures
    (2015) Darweesh, Thaer Sultan
    In this thesis a method has been proposed which is based on the features of fingerprints patterns. Same technique has been used for fingerprint identification. In proposed method fingerprint identification have been processed by using MATLAB, and we used the standard UPEK Fingerprint database. In this thesis we used wavelet transformation based on Daubechies wavelets for image compression. Here the first level of wavelet transformation is considered and then from the result of wavelet transform we took the gray level co-occurrence matrix GLCM. Results have proved the ability of the proposed method. Feature extraction is performed using Co-occurrence matrix without losing too much information. We have extracted the features of the fingerprints classification of image then the comparative simulation results measuring identified image is done by employing Euclidian distance method. Many variants scenario of these algorithms have also been implemented wherever it was appropriate.