AI and Deep Learning in Biometric Security - Trends, Potential, and Challenges (Hardcover)

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.

General

Imprint:	Crc Press
Country of origin:	United Kingdom
Series:	Artificial Intelligence AI: Elementary to Advanced Practices
Release date:	March 2021
First published:	2021
Editors:	Gaurav Jaswal • Vivek Kanhangad • Raghavendra Ramachandra
Dimensions:	234 x 156 x 28mm (L x W x T)
Format:	Hardcover
Pages:	364
ISBN-13:	978-0-367-42244-8
Categories:	Books > Reference & Interdisciplinary > Communication studies > Coding theory & cryptology Books > Professional & Technical > Technology: general issues > Engineering: general Books > Professional & Technical > Environmental engineering & technology > General Books > Computing & IT > Computer communications & networking > Network security Books > Computing & IT > Social & legal aspects of computing > General Books > Professional & Technical > Energy technology & engineering > Electrical engineering > General Books > Professional & Technical > Electronics & communications engineering > Communications engineering / telecommunications > General Books > Computing & IT > Computer hardware & operating systems > Computer architecture & logic design > General Books > Computing & IT > Applications of computing > Image processing > General Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Automatic control engineering > General Promotions
LSN:	0-367-42244-1
Barcode:	9780367422448

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