AI and Deep Learning in Biometric Security

AI and Deep Learning in Biometric Security
Author: Gaurav Jaswal
Publisher: CRC Press
Total Pages: 379
Release: 2021-03-21
Genre: Computers
ISBN: 1000291626


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This book provides an in-depth overview of artificial intelligence and deep learning approaches with case studies to solve problems associated with biometric security such as authentication, indexing, template protection, spoofing attack detection, ROI detection, gender classification etc. This text highlights a showcase of cutting-edge research on the use of convolution neural networks, autoencoders, recurrent convolutional neural networks in face, hand, iris, gait, fingerprint, vein, and medical biometric traits. It also provides a step-by-step guide to understanding deep learning concepts for biometrics authentication approaches and presents an analysis of biometric images under various environmental conditions. This book is sure to catch the attention of scholars, researchers, practitioners, and technology aspirants who are willing to research in the field of AI and biometric security.


AI and Deep Learning in Biometric Security
Language: en
Pages: 379
Authors: Gaurav Jaswal
Categories: Computers
Type: BOOK - Published: 2021-03-21 - Publisher: CRC Press

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This book provides an in-depth overview of artificial intelligence and deep learning approaches with case studies to solve problems associated with biometric se
AI and Deep Learning in Biometric Security
Language: en
Pages: 409
Authors: Gaurav Jaswal
Categories: Technology & Engineering
Type: BOOK - Published: 2021-03-22 - Publisher: CRC Press

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This book provides an in-depth overview of artificial intelligence and deep learning approaches with case studies to solve problems associated with biometric se
Machine Learning for Biometrics
Language: en
Pages: 266
Authors: Partha Pratim Sarangi
Categories: Computers
Type: BOOK - Published: 2022-01-21 - Publisher: Academic Press

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Machine Learning for Biometrics: Concepts, Algorithms and Applications highlights the fundamental concepts of machine learning, processing and analyzing data fr
Design and Implementation of Healthcare Biometric Systems
Language: en
Pages: 315
Authors: Kisku, Dakshina Ranjan
Categories: Medical
Type: BOOK - Published: 2019-01-11 - Publisher: IGI Global

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Healthcare sectors often deal with a large amount of data related to patients’ care and hospital workforce management. Mistakes occur, and the impending resul
Handbook of Biometric Anti-Spoofing
Language: en
Pages: 522
Authors: Sébastien Marcel
Categories: Computers
Type: BOOK - Published: 2019-01-01 - Publisher: Springer

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This authoritative and comprehensive handbook is the definitive work on the current state of the art of Biometric Presentation Attack Detection (PAD) – also k