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Handbook of Digital Face Manipulation and Detection

From DeepFakes to Morphing Attacks

  • Book
  • Open Access
  • © 2022

You have full access to this open access Book

Overview

  • 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)

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Table of contents (22 chapters)

  1. Digital Face Manipulation Detection

  2. Further Topics, Trends, and Challenges

Keywords

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.

Editors and Affiliations

  • Department of Computer Science, Hochschule Darmstadt, Darmstadt, Germany

    Christian Rathgeb

  • School of Engineering, Universidad Autonoma de Madrid, Madrid, Spain

    Ruben Tolosana, Ruben Vera-Rodriguez

  • Department of Information Security and Communication Technology, Norwegian University of Science and Technology, Gjøvik, Norway

    Christoph Busch

Bibliographic Information

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