Iris Recognition Based New Technique for Person Identification

DTCWT Based Feature Extraction
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ISBN-13:
9783639312928
Einband:
Paperback
Seiten:
136
Autor:
S P Narote
Gewicht:
219 g
Format:
220x150x8 mm
Sprache:
Englisch
Beschreibung:
This book explores the use of iris recognition for person identification. Description of different methods of iris recognition is presented and discussed. The image acquisition system is developed and the benchmark iris databases, SCOE-Iris v1.0 have been explained. New methods for iris liveness detection are presented. In iris images the irregular boundaries of pupil are segmented using histogram and edge detection based method. The detail experimentations were carried out using different mother wavelets: Haar, Daubechies, Coiflet, Symlet and Biorthogonal. In addition a new robust algorithm for iris feature extraction utilizing dual tree complex wavelet transform has been presented and evaluated in terms of its speed, accuracy and efficiency. The technique developed provides better performance and is faster as compared to other algorithms.

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