Handbook of Digital Face Manipulation and Detection From DeepFakes to Morphing Attacks

• Інші автори: Rathgeb, Christian (Редактор), Tolosana, Ruben (Редактор), Vera-Rodriguez, Ruben (Редактор), Busch, Christoph (Редактор)
• Формат: Електронний ресурс Частина з книги
• Мова: Англійська
• Опубліковано: Cham Springer Nature 2022
• Серія: Advances in Computer Vision and Pattern Recognition
• Предмети: Pattern recognition; Computer vision; Computer security; Imaging systems & technology; DeepFakes; Face Manipulation Detection; Media Forensic; Biometric Recognition; Image Processing and Pattern Recognition; Open Access
• Онлайн доступ: DOAB: download the publication; DOAB: description of the publication

Резюме

This open access book provides the first comprehensive collection of studies dealing with the hot topic of digital face manipulation such as DeepFakes, Face Morphing, or Reenactment. It combines the research fields of biometrics and media forensics including contributions from academia and industry. Appealing to a broad readership, introductory chapters provide a comprehensive overview of the topic, which address readers wishing to gain a brief overview of the state-of-the-art. Subsequent chapters, which delve deeper into various research challenges, are oriented towards advanced readers. Moreover, the book provides a good starting point for young researchers as well as a reference guide pointing at further literature. Hence, the primary readership is academic institutions and industry currently involved in digital face manipulation and detection. The book could easily be used as a recommended text for courses in image processing, machine learning, media forensics, biometrics, and the general security area.

Фізичний опис

1 electronic resource (487 p.)

ISBN

978-3-030-87664-7
9783030876647

Доступ

Open Access