LEADER 03984nam 22007575 450 001 9910522973903321 005 20251113200900.0 010 $a3-030-87664-0 024 7 $a10.1007/978-3-030-87664-7 035 $a(CKB)5670000000200409 035 $a(MiAaPQ)EBC6878098 035 $a(Au-PeEL)EBL6878098 035 $a(OCoLC)1295276366 035 $a(oapen)https://directory.doabooks.org/handle/20.500.12854/78253 035 $a(PPN)269154841 035 $a(ODN)ODN0010069185 035 $a(DE-He213)978-3-030-87664-7 035 $a(EXLCZ)995670000000200409 100 $a20220131d2022 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aHandbook of Digital Face Manipulation and Detection $eFrom DeepFakes to Morphing Attacks /$fedited by Christian Rathgeb, Ruben Tolosana, Ruben Vera-Rodriguez, Christoph Busch 205 $a1st ed. 2022. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2022. 215 $a1 online resource (481 pages) $cillustrations (chiefly color) 225 1 $aAdvances in Computer Vision and Pattern Recognition,$x2191-6594 311 08$a3-030-87663-2 320 $aIncludes index. 327 $aPart 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. 330 $aThis open access book provides the first comprehensive collection of studies dealing with the hot topic of digital face manipulation such as DeepFakes, Face Morphing, or Reenactment. It combines the research fields of biometrics and media forensics including contributions from academia and industry. Appealing to a broad readership, introductory chapters provide a comprehensive overview of the topic, which address readers wishing to gain a brief overview of the state-of-the-art. Subsequent chapters, which delve deeper into various research challenges, are oriented towards advanced readers. Moreover, the book provides a good starting point for young researchers as well as a reference guide pointing at further literature. Hence, the primary readership is academic institutions and industry currently involved in digital face manipulation and detection. The book could easily be used as a recommended text for courses in image processing, machine learning, media forensics, biometrics, and the general security area. 410 0$aAdvances in Computer Vision and Pattern Recognition,$x2191-6594 606 $aBiometric identification 606 $aImage processing$xDigital techniques 606 $aComputer vision 606 $aData protection 606 $aImage processing 606 $aBiometrics 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 606 $aData and Information Security 606 $aImage Processing 615 0$aBiometric identification. 615 0$aImage processing$xDigital techniques. 615 0$aComputer vision. 615 0$aData protection. 615 0$aImage processing. 615 14$aBiometrics. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 24$aData and Information Security. 615 24$aImage Processing. 676 $a006.248 686 $aCOM016000$aCOM053000$aTEC008000$2bisacsh 700 $aRathgeb$b Christian$4edt$01059957 701 $aRathgeb$b Christian$01059957 701 $aTolosana$b Ruben$01214295 701 $aVera-Rodriguez$b Ruben$01214296 701 $aBusch$b Christoph$01214297 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910522973903321 996 $aHandbook of Digital Face Manipulation and Detection$92804061 997 $aUNINA