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Fingerprint Identification using Neural Network and Genetic Algorithm

 

Marketed By :  LAP LAMBERT Academic Publishing   Sold By :  Kamal Books International  
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  • Product Description
 

With the advent of advanced computer technology in the past few decades, there are different techniques have been proposed for computer classification and identification of fingerprint patterns. The Region-of-Interest (ROI) in the fingerprint images are learned, converged and identified using Hopfield neural network. The latter is affected by fingerprint image variations such as noises and image coordinates. We used the correlation operation to realign the image coordinates in the pre-processing stage. Furthermore, the net is boosted by the genetic algorithm to rebuild fingerprints images with more accurate than Hopfield net alone. Six experiments were implemented involving learning, identifying, and reconstructing processes. The experimental results showed the success of the proposed system in identifying and reconstructing the fingerprint images with more accurate and reducing the running time.

Product Specifications
SKU :COC65537
AuthorKussay Nugamesh Mutter
LanguageEnglish
BindingPaperback
Number of Pages120
Publishing Year2013-10-18T00:00:00.000
ISBN9783659472893
Edition1 st
Book TypeComputing & information technology
Country of ManufactureIndia
Product BrandLAP LAMBERT Academic Publishing
Product Packaging InfoBox
In The Box1 Piece
Product First Available On ClickOnCare.com2015-07-08 00:00:00