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AI and Deep Learning in Biometric Security

Trends, Potential, and Challenges

Gaurav Jaswal editor Vivek Kanhangad editor Raghavendra Ramachandra editor

Format:Paperback

Publisher:Taylor & Francis Ltd

Published:4th Oct '24

£52.99

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AI and Deep Learning in Biometric Security cover

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.

ISBN: 9780367672515

Dimensions: unknown

Weight: 544g

364 pages