Kniha Thumb Impression Recognition Using Wavelets Based Pattern Recognition Rakesh Verma

Thumb Impression Recognition Using Wavelets Based Pattern Recognition

A wavelet approach

Jazyk: Angličtina
Vazba: Brožovaná
Dostupnost: U nakladatele na objednávku
Odesíláme za 17-27 dnů
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Fingerprint technique is one of the most reliable biometric techniques. Reliable extraction of featu...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2012
Stránek
72
EAN
9783659224256
Enbook ID
07138377
Hmotnost
124
Rozměry
150 x 220 x 4

Kompletní popis

Fingerprint technique is one of the most reliable biometric techniques. Reliable extraction of features from poor quality prints is the most challenging problem faced in the area of fingerprint recognition. In all of the previous fingerprint recognition methods, pre-processing such as smoothing, binarization, and thinning and other post processing operations are required These systems are not useful for the compressed or noisy images. Wavelet based algorithm is superior in terms of both recognition rate and the computational complexity, this algorithm is the key to making a low cost and fast fingerprint identification system that would operate on a small computer system. In this work, a fingerprint recognition system has been developed which is based on the texture pattern of the fingerprint. In the proposed approach, features are extracted directly from the original image without preprocessing, thus are computationally efficient. Implementation is done on MATLAB R2010b as the programming tool.

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