Handbook of Digital Face Manipulation and Detection
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....
Tallennettuna:
| Aineistotyyppi: | Online |
|---|---|
| Kieli: | englanti |
| Julkaistu: |
Springer Nature
2022
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| Aiheet: | |
| Linkit: | ONIX_20220214_9783030876647_11 |
| Tagit: |
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| _version_ | 1869521387371102208 |
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| collection | Directory of Open Access Books |
| description | 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. |
| format | Online |
| id | doab-20.500.12854ir-78253 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2022 |
| publishDateRange | 2022 |
| publishDateSort | 2022 |
| publisher | Springer Nature |
| publisherStr | Springer Nature |
| record_format | ojs |
| spelling | doab-20.500.12854ir-782532025-07-30T11:56:38Z Handbook of Digital Face Manipulation and Detection Rathgeb, Christian Tolosana, Ruben Vera-Rodriguez, Ruben Busch, Christoph DeepFakes Face Manipulation Detection Media Forensic Biometric Recognition Image Processing and Pattern Recognition Open Access thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQP Pattern recognition thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision thema EDItEUR::U Computing and Information Technology::UR Computer security thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TT Other technologies and applied sciences::TTB Applied optics::TTBM Imaging systems and technology thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQP Pattern recognition thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision thema EDItEUR::U Computing and Information Technology::UR Computer security thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TT Other technologies and applied sciences::TTB Applied optics::TTBM Imaging systems and technology 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. 2022-02-15T04:01:15Z 2022-02-15T04:01:15Z 2022-02-14T21:18:09Z 2022 book ONIX_20220214_9783030876647_11 OCN: 1295276366 https://library.oapen.org/handle/20.500.12657/52835 9783030876647 https://directory.doabooks.org/handle/20.500.12854/78253 eng Advances in Computer Vision and Pattern Recognition open access image/jpeg image/jpeg image/jpeg n/a n/a n/a https://library.oapen.org/bitstream/20.500.12657/52835/1/978-3-030-87664-7.pdf https://library.oapen.org/bitstream/20.500.12657/52835/1/978-3-030-87664-7.pdf https://library.oapen.org/bitstream/20.500.12657/52835/1/978-3-030-87664-7.pdf Springer Nature Springer International Publishing 10.1007/978-3-030-87664-7 10.1007/978-3-030-87664-7 9fa3421d-f917-4153-b9ab-fc337c396b5a 9783030876647 Springer International Publishing 487 Cham open access |
| spellingShingle | DeepFakes Face Manipulation Detection Media Forensic Biometric Recognition Image Processing and Pattern Recognition Open Access thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQP Pattern recognition thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision thema EDItEUR::U Computing and Information Technology::UR Computer security thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TT Other technologies and applied sciences::TTB Applied optics::TTBM Imaging systems and technology thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQP Pattern recognition thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision thema EDItEUR::U Computing and Information Technology::UR Computer security thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TT Other technologies and applied sciences::TTB Applied optics::TTBM Imaging systems and technology Handbook of Digital Face Manipulation and Detection |
| title | Handbook of Digital Face Manipulation and Detection |
| title_full | Handbook of Digital Face Manipulation and Detection |
| title_fullStr | Handbook of Digital Face Manipulation and Detection |
| title_full_unstemmed | Handbook of Digital Face Manipulation and Detection |
| title_short | Handbook of Digital Face Manipulation and Detection |
| title_sort | handbook of digital face manipulation and detection |
| topic | DeepFakes Face Manipulation Detection Media Forensic Biometric Recognition Image Processing and Pattern Recognition Open Access thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQP Pattern recognition thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision thema EDItEUR::U Computing and Information Technology::UR Computer security thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TT Other technologies and applied sciences::TTB Applied optics::TTBM Imaging systems and technology thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQP Pattern recognition thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision thema EDItEUR::U Computing and Information Technology::UR Computer security thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TT Other technologies and applied sciences::TTB Applied optics::TTBM Imaging systems and technology |
| topic_facet | DeepFakes Face Manipulation Detection Media Forensic Biometric Recognition Image Processing and Pattern Recognition Open Access thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQP Pattern recognition thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision thema EDItEUR::U Computing and Information Technology::UR Computer security thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TT Other technologies and applied sciences::TTB Applied optics::TTBM Imaging systems and technology thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQP Pattern recognition thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision thema EDItEUR::U Computing and Information Technology::UR Computer security thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TT Other technologies and applied sciences::TTB Applied optics::TTBM Imaging systems and technology |
| url | ONIX_20220214_9783030876647_11 |