Artificial intelligence in the creative industries: a review
This paper reviews the current state of the art in artificial intelligence (AI) technologies and
applications in the context of the creative industries. A brief background of AI, and …
applications in the context of the creative industries. A brief background of AI, and …
State of the art on monocular 3D face reconstruction, tracking, and applications
The computer graphics and vision communities have dedicated long standing efforts in
building computerized tools for reconstructing, tracking, and analyzing human faces based …
building computerized tools for reconstructing, tracking, and analyzing human faces based …
Learning an animatable detailed 3D face model from in-the-wild images
While current monocular 3D face reconstruction methods can recover fine geometric details,
they suffer several limitations. Some methods produce faces that cannot be realistically …
they suffer several limitations. Some methods produce faces that cannot be realistically …
Dynamic neural radiance fields for monocular 4d facial avatar reconstruction
We present dynamic neural radiance fields for modeling the appearance and dynamics of a
human face. Digitally modeling and reconstructing a talking human is a key building-block …
human face. Digitally modeling and reconstructing a talking human is a key building-block …
Face2face: Real-time face capture and reenactment of rgb videos
We present a novel approach for real-time facial reenactment of a monocular target video
sequence (eg, Youtube video). The source sequence is also a monocular video stream …
sequence (eg, Youtube video). The source sequence is also a monocular video stream …
Im avatar: Implicit morphable head avatars from videos
Traditional 3D morphable face models (3DMMs) provide fine-grained control over
expression but cannot easily capture geometric and appearance details. Neural volumetric …
expression but cannot easily capture geometric and appearance details. Neural volumetric …
Gaussian head avatar: Ultra high-fidelity head avatar via dynamic gaussians
Creating high-fidelity 3D head avatars has always been a research hotspot but there
remains a great challenge under lightweight sparse view setups. In this paper we propose …
remains a great challenge under lightweight sparse view setups. In this paper we propose …
Accurate 3d face reconstruction with weakly-supervised learning: From single image to image set
Recently, deep learning based 3D face reconstruction methods have shown promising
results in both quality and efficiency. However, training deep neural networks typically …
results in both quality and efficiency. However, training deep neural networks typically …
Emoca: Emotion driven monocular face capture and animation
As 3D facial avatars become more widely used for communication, it is critical that they
faithfully convey emotion. Unfortunately, the best recent methods that regress parametric 3D …
faithfully convey emotion. Unfortunately, the best recent methods that regress parametric 3D …
Deep video portraits
We present a novel approach that enables photo-realistic re-animation of portrait videos
using only an input video. In contrast to existing approaches that are restricted to …
using only an input video. In contrast to existing approaches that are restricted to …