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Handbook of digital face manipulation and detection : from DeepFakes to morphing attacks / Christian Rathgeb, Ruben Tolosana, Ruben Vera-Rodriguez, Christoph Busch, editors.

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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....

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Bibliographic Details
Online Access: Full Text (via EBSCO)
Other Authors: Rathgeb, Christian, 1984- (Editor), Tolosana, Ruben (Editor), Vera-Rodriguez, Ruben (Editor), Busch, Christoph (Editor)
Format: eBook
Language:English
Published: Cham : Springer, [2022]
Series:Advances in computer vision and pattern recognition.
Subjects:
Image processing > Digital techniques.
Biometric identification.
Deepfakes.
Morphing (Computer animation)
Table of Contents:
  • 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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