LEADER 03520nam 22006613 450 001 996464542803316 005 20220920222030.0 010 $a3-030-87664-0 035 $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(EXLCZ)995670000000200409 100 $a20220321d2022 fy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aHandbook of digital face manipulation and detection $efrom DeepFakes to morphing attacks /$feditors, Christian Rathgeb [et al.] 210 $aCham$cSpringer Nature$d2022 210 1$aCham :$cSpringer International Publishing AG,$d2022. 210 4$dİ2022. 215 $a1 online resource (481 pages) $cillustrations (chiefly color) 225 1 $aAdvances in computer vision and pattern recognition 311 $a3-030-87663-2 320 $aIncludes index. 327 $aPart 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 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 606 $aBiometric identification 606 $aDeepfakes 606 $aImage processing$xDigital techniques 606 $aMorphing (Computer animation) 610 $aDeepFakes 610 $aFace Manipulation Detection 610 $aMedia Forensic 610 $aBiometric Recognition 610 $aImage Processing and Pattern Recognition 610 $aOpen Access 615 0$aBiometric identification. 615 0$aDeepfakes. 615 0$aImage processing$xDigital techniques. 615 0$aMorphing (Computer animation). 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 $a996464542803316 996 $aHandbook of Digital Face Manipulation and Detection$92804061 997 $aUNISA