03520nam 22006613 450 99646454280331620220920222030.03-030-87664-0(CKB)5670000000200409(MiAaPQ)EBC6878098(Au-PeEL)EBL6878098(OCoLC)1295276366(oapen)https://directory.doabooks.org/handle/20.500.12854/78253(PPN)269154841(EXLCZ)99567000000020040920220321d2022 fy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierHandbook of digital face manipulation and detection from DeepFakes to morphing attacks /editors, Christian Rathgeb [et al.]ChamSpringer Nature2022Cham :Springer International Publishing AG,2022.©2022.1 online resource (481 pages) illustrations (chiefly color)Advances in computer vision and pattern recognition3-030-87663-2 Includes index.Part I - Introduction: 1. Digital Face Manipulation: An Introduction2. Face Manipulation in Biometric Systems3. Face Manipulation in Media Forensics Part II - Face Manipulation Detection Methods: 4. DeepFakes Manipulation5. DeepFakes Detection6. Attacking Face Recognition Systems with DeepFakesThis 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.Advances in computer vision and pattern recognitionBiometric identificationDeepfakesImage processingDigital techniquesMorphing (Computer animation)DeepFakesFace Manipulation DetectionMedia ForensicBiometric RecognitionImage Processing and Pattern RecognitionOpen AccessBiometric identification.Deepfakes.Image processingDigital techniques.Morphing (Computer animation).Rathgeb Christianedt1059957Rathgeb Christian1059957Tolosana Ruben1214295Vera-Rodriguez Ruben1214296Busch Christoph1214297MiAaPQMiAaPQMiAaPQBOOK996464542803316Handbook of Digital Face Manipulation and Detection2804061UNISA