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Chapman and Hall/CRC Multimodal Biometric Identification System: Case Study of Real-Time Implementation

Name: Multimodal Biometric Identification System: Case Study of Real-Time Implementation
Brand: Chapman and Hall/CRC
Price: 109.2 GBP
Availability: InStock

Electronics & Telecommunications Engineering

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Description

This book presents a novel method of multimodal biometric fusion using a random selection of biometrics, which covers a new method of feature extraction, a new framework of sensor-level and feature-level fusion. Most of the biometric systems presently use unimodal systems, which have several limitations. Multimodal systems can increase the matching accuracy of a recognition system. This monograph shows how the problems of unimodal systems can be dealt with efficiently, and focuses on multimodal biometric identification and sensor-level, feature-level fusion. It discusses fusion in biometric systems to improve performance. • Presents a random selection of biometrics to ensure that the system is interacting with a live user. • Offers a compilation of all techniques used for unimodal as well as multimodal biometric identification systems, elaborated with required justification and interpretation with case studies, suitable figures, tables, graphs, and so on. • Shows that for feature-level fusion using contourlet transform features with LDA for dimension reduction attains more accuracy compared to that of block variance features. • Includes contribution in feature extraction and pattern recognition for an increase in the accuracy of the system. • Explains contourlet transform as the best modality-specific feature extraction algorithms for fingerprint, face, and palmprint. This book is for researchers, scholars, and students of Computer Science, Information Technology, Electronics and Electrical Engineering, Mechanical Engineering, and people working on biometric applications.

Product Specifications

Brand: Chapman and Hall/CRC
Format: hardcover
ASIN: 1032660589
Category: Books > Subjects > Scientific, Technical & Medical > Engineering > Electronics & Telecommunications Engineering
Domain: Amazon UK
Release Date: 12 November 2024
Listed Since: 30 April 2024

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Chapman and Hall/CRC Multimodal Biometric Identification System: Case Study of Real-Time Implementation

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