Generative adversarial networks for face generation: A survey
Recently, generative adversarial networks (GANs) have progressed enormously, which
makes them able to learn complex data distributions in particular faces. More and more …
makes them able to learn complex data distributions in particular faces. More and more …
[HTML][HTML] Talking human face generation: A survey
Talking human face generation aims at synthesizing a natural human face that talks in
correspondence to the given text or audio series. Implementing the recently developed …
correspondence to the given text or audio series. Implementing the recently developed …
Towards high-fidelity text-guided 3d face generation and manipulation using only images
Generating 3D faces from textual descriptions has a multitude of applications, such as
gaming, movie and robotics. Recent progresses have demonstrated the success of …
gaming, movie and robotics. Recent progresses have demonstrated the success of …
Fitme: Deep photorealistic 3d morphable model avatars
In this paper, we introduce FitMe, a facial reflectance model and a differentiable rendering
optimization pipeline, that can be used to acquire high-fidelity renderable human avatars …
optimization pipeline, that can be used to acquire high-fidelity renderable human avatars …
Neural 3d morphable models: Spiral convolutional networks for 3d shape representation learning and generation
Generative models for 3D geometric data arise in many important applications in 3D
computer vision and graphics. In this paper, we focus on 3D deformable shapes that share a …
computer vision and graphics. In this paper, we focus on 3D deformable shapes that share a …
Ffhq-uv: Normalized facial uv-texture dataset for 3d face reconstruction
We present a large-scale facial UV-texture dataset that contains over 50,000 high-quality
texture UV-maps with even illuminations, neutral expressions, and cleaned facial regions …
texture UV-maps with even illuminations, neutral expressions, and cleaned facial regions …
Towards a complete 3D morphable model of the human head
Three-dimensional morphable models (3DMMs) are powerful statistical tools for
representing the 3D shapes and textures of an object class. Here we present the most …
representing the 3D shapes and textures of an object class. Here we present the most …
Synthesizing coupled 3d face modalities by trunk-branch generative adversarial networks
Generating realistic 3D faces is of high importance for computer graphics and computer
vision applications. Generally, research on 3D face generation revolves around linear …
vision applications. Generally, research on 3D face generation revolves around linear …
3dmm-rf: Convolutional radiance fields for 3d face modeling
Abstract Facial 3D Morphable Models are a main computer vision subject with countless
applications and have been highly optimized in the last two decades. The tremendous …
applications and have been highly optimized in the last two decades. The tremendous …
3d face reconstruction in deep learning era: A survey
Abstract 3D face reconstruction is the most captivating topic in biometrics with the advent of
deep learning and readily available graphical processing units. This paper explores the …
deep learning and readily available graphical processing units. This paper explores the …