AI and deep learning in biometric security[electronic resource] :trends, potential, and challenges

  • 其他作者: Jaswal, Gaurav. , Kanhangad, Vivek. , Ramachandra, Raghavendra.
  • 出版: Boca Raton, FL : CRC Press 2021.
  • 版本: 1st ed.
  • 稽核項: 1 online resource.
  • 叢書名: Artificial intelligence (AI) : elementary to advanced practices
  • 標題: Artificial intelligence. , Biometric identification.
  • ISBN: 1003003486 , 9781003003489
  • ISBN: 9780367422448 , 9780367672515
  • 試查全文@TNUA:
  • 附註: Includes bibliographical references and index.
  • 摘要: "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"--
  • 電子資源: https://dbs.tnua.edu.tw/login?url=https://www.taylorfrancis.com/books/9781003003489
  • 系統號: 005338648
  • 資料類型: 電子書
  • 讀者標籤: 需登入
  • 引用網址: 複製連結