AI Based Advancements in Biometrics and Its Applications
暫譯: 基於人工智慧的生物識別技術進展及其應用
S, Balasubramaniam, Kadry, Seifedine, Prasanth, A.
相關主題
商品描述
This book delves into the history of biometrics, the different systems that have been developed to date, problems that have arisen from these systems, the necessity of AI-based biometrics systems, different AI techniques developed to date (including machine learning, deep learning, natural language processing, and pattern recognition), their potential uses and applications, security and privacy issues in AI-based Biometric systems, current trends in AI-based biometrics, and presents case studies of AI-based biometrics.
商品描述(中文翻譯)
本書深入探討生物識別技術的歷史、迄今為止開發的不同系統、這些系統所產生的問題、基於人工智慧的生物識別系統的必要性、迄今為止開發的不同人工智慧技術（包括機器學習、深度學習、自然語言處理和模式識別）、它們的潛在用途和應用、基於人工智慧的生物識別系統中的安全性和隱私問題、基於人工智慧的生物識別技術的當前趨勢，以及基於人工智慧的生物識別技術的案例研究。
作者簡介
Dr. Balasubramaniam S is an Assistant Professor in School of Computer Science and Engineering, Kerala University of Digital Sciences, Innovation and Technology (Formerly IIITM-K), Digital University Kerala, Thiruvananthapuram, Kerala, India. He has over 15 years of experience in teaching, research and industry. He has completed his Postdoctoral Research in the Department of Applied Data Science, Noroff University College, Kristiansand, Norway. He holds a Ph.D. in Computer Science and Engineering from Anna University, Chennai, India in 2015. He has published over 20 research papers in reputed SCI/WoS/Scopus indexed journals. He has 1 Australian patent and 1 Indian patent and published 3 Indian patents. He has presented papers at conferences, contributed chapters to the edited books and editor in few books published by major publishers. His research and publication interests include machine learning and deep learning-based disease diagnosis, cloud computing security, Generative AI and Electric Vehicles.
Prof. Seifedine Kadry obtained a bachelor's degree from Lebanese University in 1999, MS degree in 2002 from Reims University (France) and EPFL (Lausanne), PhD in 2007 from Blaise Pascal University (France), HDR degree in 2017 from Rouen University (France). At present his research focuses on Data Science, education using technology, system prognostics, stochastic systems, and applied mathematics. He is an ABET program evaluator for computing, and ABET program evaluator for Engineering Tech. he is a full professor of data science at Noroff University College, Norway.
Dr A. Prasanth has a B.E. in Electronics and Communication Engineering from Anna University, Chennai and the M.E. in Computer Science and Engineering (with specialization in Networks) from Anna University, Chennai and a Ph.D. degree in Information and Communication Engineering from Anna University, Chennai, India. He served as a Recognized Anna University Ph.D. Supervisor. Four scholars are doing their research under his guidance and one has completed a Ph.D. in March 2023. He is currently an Associate Professor in Department of Computer Science and Engineering, Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology, Chennai, Tamilnadu, India. He has published more than 35 research articles in reputed journals among which 15 articles are indexed in SCI and 20 articles are indexed in Scopus. He has published 8 patents in IPR cell. Further, he has published 12 books with reputed publishers. He has served as resource person in 25 AICTE Sponsored STTP/FDP programs. Moreover, he has served as Editorial Board Member in various reputed SCI Journals. His research interests include Internet of Things, Blockchain, Wireless Sensor Networks, Medical Image Processing, and Machine Learning.
Dr Rajesh Kumar Dhanaraj is a distinguished Professor at Symbiosis International (Deemed University) in Pune, India. Before joining Symbiosis, he was a Professor at the School of Computing Science and Engineering at Galgotias University in Greater Noida, India. His academic and research achievements have earned him a place among the top 2% of scientists globally by Stanford University. He has a B.E. in Computer Science and Engineering from Anna University Chennai, India, in 2007. Subsequently, he obtained a M.Tech from Anna University Coimbatore, India in 2010. His relentless pursuit of knowledge culminated in a Ph.D. in Computer Science from Anna University, Chennai, India, in 2017. He has authored and edited over 50 books on various cutting-edge technologies and holds 21 patents. Furthermore, he has contributed over 100 articles and papers to esteemed refereed journals and international conferences, in addition to providing chapters for several influential books. Dr. Dhanaraj has shared his insights with the academic community by delivering numerous tech talks on disruptive technologies. He has forged meaningful partnerships with esteemed professors from top QS-ranked universities around the world, fostering a global network of academic excellence. His research interests encompass Machine Learning, Cyber-Physical Systems, and Wireless Sensor Networks. Dr. Dhanaraj's expertise in these areas has led to numerous research talks on Applied AI and Cyber-Physical Systems at various esteemed institutions. He has earned the distinction of being a Senior Member of the Institute of Electrical and Electronics Engineers (IEEE). He is also a member of the Computer Science Teacher Association (CSTA) and the International Association of Engineers (IAENG). Dr. Dhanaraj's commitment to academic excellence extends to his role as an Associate Editor and Guest Editor for renowned journals, including Computers and Electrical Engineering, Human-centric Computing and Information Sciences, Emerald - International Journal of Pervasive Computing and Communications, and Hindawi - Mobile Information Systems. His expertise has earned him a position as an Expert Advisory Panel Member of Texas Instruments Inc., USA.
作者簡介(中文翻譯)
巴拉蘇布拉馬尼亞姆博士是印度喀拉拉邦數位科學、創新與技術大學（前身為IIITM-K）計算機科學與工程學院的助理教授。他在教學、研究和產業方面擁有超過15年的經驗。他在挪威克里斯蒂安桑的Noroff大學應用數據科學系完成了博士後研究。他於2015年在印度金奈的安娜大學獲得計算機科學與工程的博士學位。他在知名的SCI/WoS/Scopus索引期刊上發表了超過20篇研究論文。他擁有1項澳大利亞專利和1項印度專利，並發表了3項印度專利。他在會議上發表論文，為編輯書籍貢獻章節，並擔任幾本主要出版社出版的書籍的編輯。他的研究和出版興趣包括基於機器學習和深度學習的疾病診斷、雲計算安全、生成式人工智慧和電動車。
賽菲丁·卡德里教授於1999年獲得黎巴嫩大學的學士學位，2002年在法國的蘭斯大學和洛桑聯邦理工學院獲得碩士學位，2007年在法國布雷斯·帕斯卡大學獲得博士學位，2017年在法國魯昂大學獲得HDR學位。目前他的研究重點是數據科學、利用技術的教育、系統預測、隨機系統和應用數學。他是計算機的ABET項目評估員和工程技術的ABET項目評估員，並且是挪威Noroff大學的數據科學全職教授。
A. 普拉桑特博士擁有印度金奈安娜大學的電子與通信工程學士學位，計算機科學與工程碩士學位（專攻網絡），以及信息與通信工程博士學位。他曾擔任安娜大學認可的博士生導師，四名學者在他的指導下進行研究，其中一名於2023年3月完成博士學位。他目前是印度泰米爾納德邦金奈的Vel Tech Rangarajan Dr. Sagunthala科學與技術研究所計算機科學與工程系的副教授。他在知名期刊上發表了超過35篇研究文章，其中15篇被SCI索引，20篇被Scopus索引。他在知識產權單位發表了8項專利。此外，他與知名出版社出版了12本書籍。他曾在25個AICTE贊助的STTP/FDP計劃中擔任資源人員。此外，他還在多個知名SCI期刊擔任編輯委員會成員。他的研究興趣包括物聯網、區塊鏈、無線傳感器網絡、醫學影像處理和機器學習。
拉傑什·庫馬爾·達納拉吉博士是印度浦那的Symbiosis International（認可大學）的傑出教授。在加入Symbiosis之前，他是印度大諾伊達Galgotias大學計算機科學與工程學院的教授。他的學術和研究成就使他在史丹佛大學的全球科學家排名中名列前2%。他於2007年在印度金奈的安娜大學獲得計算機科學與工程的學士學位，隨後於2010年在印度科印巴托的安娜大學獲得M.Tech學位。他不懈追求知識，於2017年在印度金奈的安娜大學獲得計算機科學博士學位。他撰寫和編輯了超過50本有關各種尖端技術的書籍，並擁有21項專利。此外，他還為多個受尊敬的同行評審期刊和國際會議貢獻了超過100篇文章和論文，並為幾本有影響力的書籍提供章節。達納拉吉博士通過發表多場有關顛覆性技術的技術演講，與學術界分享了他的見解。他與全球頂尖QS排名大學的知名教授建立了有意義的合作夥伴關係，促進了全球學術卓越的網絡。他的研究興趣包括機器學習、網絡物理系統和無線傳感器網絡。達納拉吉博士在這些領域的專業知識使他在各大知名機構就應用人工智慧和網絡物理系統進行了多次研究演講。他被授予電氣和電子工程師學會（IEEE）的資深會員稱號，並且是計算機科學教師協會（CSTA）和國際工程師協會（IAENG）的成員。達納拉吉博士對學術卓越的承諾延伸至他在知名期刊擔任副編輯和客座編輯的角色，包括《計算機與電氣工程》、《以人為中心的計算與信息科學》、《Emerald - 國際普遍計算與通信期刊》和《Hindawi - 移動信息系統》。他的專業知識使他成為美國德州儀器公司的專家諮詢小組成員。
