Editors:
Is the first comprehensive book on digital face manipulation detection
Combines for the first time both biometrics and media forensics fields
Includes the point of view of both academic institutions and industry
Is an open access book
Part of the book series: Advances in Computer Vision and Pattern Recognition (ACVPR)
Buying options
Table of contents (21 chapters)
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Digital Face Manipulation Detection
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Further Topics, Trends, and Challenges
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Front Matter
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Back Matter
About this book
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.
Keywords
- DeepFakes
- Face Manipulation Detection
- Media Forensic
- Biometric Recognition
- Image Processing and Pattern Recognition
- Open Access
Editors and Affiliations
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Department of Computer Science, Hochschule Darmstadt, Darmstadt, Germany
Christian Rathgeb
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School of Engineering, Universidad Autonoma de Madrid, Madrid, Spain
Ruben Tolosana, Ruben Vera-Rodriguez
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Department of Information Security and Communication Technology, Norwegian University of Science and Technology, Gjøvik, Norway
Christoph Busch
Bibliographic Information
Book Title: Handbook of Digital Face Manipulation and Detection
Book Subtitle: From DeepFakes to Morphing Attacks
Editors: Christian Rathgeb, Ruben Tolosana, Ruben Vera-Rodriguez, Christoph Busch
Series Title: Advances in Computer Vision and Pattern Recognition
DOI: https://doi.org/10.1007/978-3-030-87664-7
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s) 2022
License: CC BY
Hardcover ISBN: 978-3-030-87663-0Published: 01 February 2022
Softcover ISBN: 978-3-030-87666-1Published: 01 February 2022
eBook ISBN: 978-3-030-87664-7Published: 31 January 2022
Series ISSN: 2191-6586
Series E-ISSN: 2191-6594
Edition Number: 1
Number of Pages: IX, 487
Number of Illustrations: 11 b/w illustrations, 162 illustrations in colour
Topics: Biometrics, Computer Imaging, Vision, Pattern Recognition and Graphics, Data and Information Security, Image Processing