TY  - BOOK
AU  - Rathgeb,Christian
AU  - Tolosana,Ruben
AU  - Vera-Rodriguez,Ruben
AU  - Busch,Christoph
ED  - SpringerLink (Online service)
TI  - Handbook of Digital Face Manipulation and Detection: From DeepFakes to Morphing Attacks 
T2  - Advances in Computer Vision and Pattern Recognition,
SN  - 9783030876647
AV  - TK7882.B56 
U1  - 006.248 23
PY  - 2022///
CY  - Cham
PB  - Springer International Publishing, Imprint: Springer
KW  - Biometric identification
KW  - Image processing
KW  - Digital techniques
KW  - Computer vision
KW  - Data protection
KW  - Biometrics
KW  - Computer Imaging, Vision, Pattern Recognition and Graphics
KW  - Data and Information Security
KW  - Image Processing
N1  - 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; Open Access
N2  - 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
UR  - https://doi.org/10.1007/978-3-030-87664-7
ER  -