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portada Ai and Deep Learning in Biometric Security: Trends, Potential, and Challenges (Artificial Intelligence (Ai): Elementary to Advanced Practices) (in English)
Type
Physical Book
Publisher
Year
2021
Language
English
Pages
378
Format
Hardcover
ISBN13
9780367422448
Edition No.
1
Categories

Ai and Deep Learning in Biometric Security: Trends, Potential, and Challenges (Artificial Intelligence (Ai): Elementary to Advanced Practices) (in English)

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Synopsis "Ai and Deep Learning in Biometric Security: Trends, Potential, and Challenges (Artificial Intelligence (Ai): Elementary to Advanced Practices) (in English)"

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.

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The binding of this edition is Hardcover.

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