The texture image is generated offline, warped and added to the coarse image to ensure a high effective resolution of synthesized head views.
no code implementations • • Aliaksandra Shysheya, Egor Zakharov, Kara-Ali Aliev, Renat Bashirov, Egor Burkov, Karim Iskakov, Aleksei Ivakhnenko, Yury Malkov, Igor Pasechnik, Dmitry Ulyanov, Alexander Vakhitov, Victor Lempitsky
In particular, our system estimates an explicit two-dimensional texture map of the model surface.
In order to create a personalized talking head model, these works require training on a large dataset of images of a single person.
The new architecture, that we call a perceptual discriminator, embeds the convolutional parts of a pre-trained deep classification network inside the discriminator network.