AI and Deep Learning in Biometric Security: Trends, Potential, and Challenges
暫譯: 生物識別安全中的人工智慧與深度學習：趨勢、潛力與挑戰

本書專注於人工智慧和深度學習方法，並透過案例研究來解決與生物識別安全相關的問題，例如身份驗證、偽造攻擊檢測和物體檢測。

Dr. Gaurav Jaswal is currently working as Project Scientist, Electrical Engineering at National Agri-Food Biotechnology Institute Mohali. Prior to this, he was Research Associate, School of Computing and Electrical Engineering, Indian Institute of Technology Mandi, India. He received M.Tech and Ph.D degree in Electrical Engineering from National Institute of Technology Hamirpur in 2018. His research interests are in the areas of multimodal biometrics, biomedical signal processing and deep learning. He regularly reviews papers for various international journals including IEEE Transactions on Information Forensics and Security (TIFS), IEEE Transactions on Biometrics, Behavior, and Identity Science (T-BIOM), IET Biometrics.

Dr. Vivek Kanhangad is currently working as Associate Professor, Department of Electrical Engineering, Indian Institute of Technology Indore since Feb, 2012. Prior to this, he was Visiting Assistant Professor, International Institute of Information Technology Bangalore (Jun 2010-Dec 2012). He received Ph.D. from the Hong Kong Polytechnic University in 2010. Prior to joining Hong Kong PolyU, he received M.Tech. degree in Electrical Engineering from Indian Institute of Technology Delhi, in 2006 and worked for Motorola India Electronics Ltd, Bangalore for a while. His research interests are in the overlapping areas of digital signal and image processing, pattern recognition with focus on biometrics and biomedical applications. He regularly reviews papers for various international journals including IEEE Transactions on Information Forensics and Security (TIFS), IEEE Transactions on Cybernetics, IEEE Transactions on Human-Machine Systems and Elsevier journals - Pattern Recognition and Pattern Recognition Letters.

Dr. Raghavendra Ramachandra is currently working as a Professor in Department of Information Security and Communication Technology (IIK). He is member of Norwegian Biometrics Laboratory at NTNU Gjøvik. He received B.E (Electronics and Communication) from University of Mysore, India. M.Tech (Digital Electronics and Advance Communication Systems) from Visvesvaraya Technological University, India. Ph.D. (Computer Science with specialization of Pattern Recognition and Image Processing) from the University of Mysore, India and Telcom SudParis, France. His research interest includes Pattern Recognition, Image and video analytics, Biometrics, Human Behaviour Analysis, Video Surviellance, Health Biometrics, and Smartphone Authentication.

Dr. Gaurav Jaswal 目前在國家農業食品生物技術研究所（National Agri-Food Biotechnology Institute）擔任電機工程專案科學家。在此之前，他曾擔任印度理工學院曼迪校區（Indian Institute of Technology Mandi）計算與電機工程學院的研究助理。他於2018年在哈米爾普爾國立技術學院（National Institute of Technology Hamirpur）獲得電機工程碩士及博士學位。他的研究興趣包括多模態生物識別、生物醫學信號處理和深度學習。他定期為多個國際期刊審稿，包括《IEEE 信息取證與安全期刊》（IEEE Transactions on Information Forensics and Security, TIFS）、《IEEE 生物識別、行為與身份科學期刊》（IEEE Transactions on Biometrics, Behavior, and Identity Science, T-BIOM）及《IET 生物識別期刊》（IET Biometrics）。

Dr. Vivek Kanhangad 目前自2012年2月起在印度理工學院印多爾校區（Indian Institute of Technology Indore）擔任副教授。在此之前，他曾擔任班加羅爾國際資訊技術學院（International Institute of Information Technology Bangalore）的訪問助理教授（2010年6月至2012年12月）。他於2010年在香港理工大學獲得博士學位。在加入香港理工大學之前，他於2006年在德里印度理工學院（Indian Institute of Technology Delhi）獲得電機工程碩士學位，並曾在摩托羅拉印度電子有限公司（Motorola India Electronics Ltd, Bangalore）工作一段時間。他的研究興趣涵蓋數位信號與影像處理、模式識別，特別專注於生物識別和生物醫學應用。他定期為多個國際期刊審稿，包括《IEEE 信息取證與安全期刊》（IEEE Transactions on Information Forensics and Security, TIFS）、《IEEE 控制論期刊》（IEEE Transactions on Cybernetics）、《IEEE 人機系統期刊》（IEEE Transactions on Human-Machine Systems）及Elsevier期刊《模式識別》（Pattern Recognition）和《模式識別快報》（Pattern Recognition Letters）。

Dr. Raghavendra Ramachandra 目前在資訊安全與通訊技術系（Department of Information Security and Communication Technology, IIK）擔任教授。他是挪威科技大學（NTNU Gjøvik）生物識別實驗室的成員。他在印度邁索爾大學（University of Mysore）獲得電子與通訊工程學士學位，並在印度維斯維斯瓦拉亞技術大學（Visvesvaraya Technological University）獲得數位電子與先進通訊系統碩士學位。他於邁索爾大學和法國巴黎南方電信大學（Telcom SudParis）獲得計算機科學博士學位，專攻模式識別與影像處理。他的研究興趣包括模式識別、影像與視頻分析、生物識別、人類行為分析、視頻監控、健康生物識別及智慧型手機身份驗證。