FakeCatcher: Detection of Synthetic Portrait Videos using Biological Signals
Sign Up to like & getrecommendations! Published in 2020 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2020.3009287
Abstract: The recent proliferation of fake portrait videos poses direct threats on society, law, and privacy [1]. Believing the fake video of a politician, distributing fake pornographic content of celebrities, fabricating impersonated fake videos as evidence… read more here.
Keywords: portrait; portrait videos; fake content; detection ... See more keywords
StylePortraitVideo: Editing Portrait Videos with Expression Optimization
Sign Up to like & getrecommendations! Published in 2022 at "Computer Graphics Forum"
DOI: 10.1111/cgf.14666
Abstract: High‐quality portrait image editing has been made easier by recent advances in GANs (e.g., StyleGAN) and GAN inversion methods that project images onto a pre‐trained GAN's latent space. However, extending the existing image editing methods,… read more here.
Keywords: editing portrait; expression; expression optimization; videos expression ... See more keywords
Automatic Generation of Customized Areas of Interest and Evaluation of Observers' Gaze in Portrait Videos
Sign Up to like & getrecommendations! Published in 2022 at "Proceedings of the ACM on Human-Computer Interaction"
DOI: 10.1145/3530885
Abstract: We present a novel framework for the evaluation of eye tracking data in portrait videos including the automatic generation of customized areas of interest (AOIs) based on facial landmarks. In contrast to previous work, our… read more here.
Keywords: automatic generation; evaluation; customized areas; generation customized ... See more keywords