هوش مصنوعی و یادگیری عمیق در امنیت بیومتریک؛ روندها، پتانسیل ها و چالش ها

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سال انتشار: 2021  |  تعداد صفحات: 378  |  حجم فایل: 22.54 مگابایت  |  زبان: انگلیسی
AI and Deep Learning in Biometric Security: Trends, Potential, and Challenges (Artificial Intelligence (AI): Elementary to Advanced Practices)
نویسنده:
Gaurav Jaswal, Vivek Kanhangad, Raghavendra Ramachandra
ناشر:
CRC Press
ISBN10:
0367422441
ISBN13:
9780367422448

 

عناوین مرتبط:


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.