Handbook of digital face manipulation and detection : from DeepFakes to morphing attacks / Christian Rathgeb, Ruben Tolosana, Ruben Vera-Rodriguez, Christoph Busch, editors.
Rathgeb, Christian, 1984- editor.; Tolosana, Ruben, editor.; Vera-Rodriguez, Ruben, editor.; Busch, Christoph, editor.
2022
TA1637 .H36 2022
Available Online

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Title Handbook of digital face manipulation and detection : from DeepFakes to morphing attacks / Christian Rathgeb, Ruben Tolosana, Ruben Vera-Rodriguez, Christoph Busch, editors.
ISBN 9783030876647 (electronic bk.)
3030876640 (electronic bk.)
9783030876630
DOI https://doi.org/10.1007/978-3-030-87664-7
Published Cham : Springer, [2022]
Copyright ©2022
Language English
Description 1 online resource (481 pages) : illustrations (chiefly color).
Other Standard Identifiers 10.1007/978-3-030-87664-7 doi
Call Number TA1637 .H36 2022
Dewey Decimal Classification 621.36/7
Summary 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.
Note Includes index.
Access Note Open access
Digital File Characteristics text file PDF
Source of Description Description based upon print version of record.
Added Author Rathgeb, Christian, 1984- editor.
Tolosana, Ruben, editor.
Vera-Rodriguez, Ruben, editor.
Busch, Christoph, editor.
Series Advances in computer vision and pattern recognition.
Available in Other Form Handbook of Digital Face Manipulation and Detection
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Part I - Introduction: 1. Digital Face Manipulation: An Introduction
2. Face Manipulation in Biometric Systems
3. Face Manipulation in Media Forensics
Part II - Face Manipulation Detection Methods: 4. DeepFakes Manipulation
5. DeepFakes Detection
6. Attacking Face Recognition Systems with DeepFakes.

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