Deep Learning Based One-Class Detection System for Fake Faces Generated by GAN Network

Recently, the dangers associated with face generation technology have been attracting much attention in image processing and forensic science. The current face anti-spoofing methods based on Generative Adversarial Networks (GANs) suffer from defects such as overfitting and generalization problems. T...

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Detalles Bibliográficos
Autores principales: Li, Shengyin, Dutta, Vibekananda, He, Xin, Matsumaru, Takafumi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9608973/
https://www.ncbi.nlm.nih.gov/pubmed/36298117
http://dx.doi.org/10.3390/s22207767

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9608973/
https://www.ncbi.nlm.nih.gov/pubmed/36298117
http://dx.doi.org/10.3390/s22207767

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