03476cam a22005778i 4500 9781003003489 FlBoTFG 20260210180854.0 m d u cr ||||||||||| 200717s2021 flu ob 001 0 eng OCoLC-P eng rda OCoLC-P 9781003003489 (ebook) 1003003486 9780367422448 (hardback) 9781000291667 electronic book 1000291669 electronic book 9781000291629 electronic book 1000291626 electronic book 9781000291643 electronic book 1000291642 electronic book (OCoLC)1178868286 (OCoLC-P)1178868286 TK7882.B56 COM 037000 bisacsh TEC 020000 bisacsh COM 051240 bisacsh TJFM bicssc 006.2/48 23 AI and deep learning in biometric security : trends, potential, and challenges / edited by Gaurav Jaswal, Vivek Kanhangad, and Raghavendra Ramachandra. First edition. Boca Raton, FL : CRC Press, 2021. 1 online resource. text txt rdacontent computer n rdamedia online resource nc rdacarrier Artificial intelligence (AI) : elementary to advanced practices Deep learning based hyperspectral multimodal biometric authentication system using palmprint and dorsal hand vein / Shuping Zhao, Wei Nie, Bob Zhang -- Cancelable biometrics for template protection: Future directives with deep learning / Avantika Singh, Gaurav Jaswal, Aditya Nigam -- On training generative adversarial network for enhancement of latent fingerprints / Indu Joshi, Adithya Anand, Sumantra D Roy and Prem K Kalra. "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"-- Provided by publisher. OCLC-licensed vendor bibliographic record. Biometric identification. Artificial intelligence. 1228 COMPUTERS / Machine Theory bisacsh TECHNOLOGY / Manufacturing bisacsh COMPUTERS / Programming / Systems Analysis & Design bisacsh Jaswal, Gaurav, editor. Kanhangad, Vivek, editor. Ramachandra, Raghavendra, editor. Taylor & Francis https://www.taylorfrancis.com/books/9781003003489 OCLC metadata license agreement http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf 93161 93160