Neural fields in visual computing and beyond
Recent advances in machine learning have led to increased interest in solving visual
computing problems using methods that employ coordinate‐based neural networks. These …
computing problems using methods that employ coordinate‐based neural networks. These …
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 …
Advances in neural rendering
Synthesizing photo‐realistic images and videos is at the heart of computer graphics and has
been the focus of decades of research. Traditionally, synthetic images of a scene are …
been the focus of decades of research. Traditionally, synthetic images of a scene are …
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 …
Avatarrex: Real-time expressive full-body avatars
We present AvatarReX, a new method for learning NeRF-based full-body avatars from video
data. The learnt avatar not only provides expressive control of the body, hands and the face …
data. The learnt avatar not only provides expressive control of the body, hands and the face …
Reconstructing personalized semantic facial nerf models from monocular video
We present a novel semantic model for human head defined with neural radiance field. The
3D-consistent head model consist of a set of disentangled and interpretable bases, and can …
3D-consistent head model consist of a set of disentangled and interpretable bases, and can …
Authentic volumetric avatars from a phone scan
Creating photorealistic avatars of existing people currently requires extensive person-
specific data capture, which is usually only accessible to the VFX industry and not the …
specific data capture, which is usually only accessible to the VFX industry and not the …
Generalizable patch-based neural rendering
Neural rendering has received tremendous attention since the advent of Neural Radiance
Fields (NeRF), and has pushed the state-of-the-art on novel-view synthesis considerably …
Fields (NeRF), and has pushed the state-of-the-art on novel-view synthesis considerably …
Learning dynamic facial radiance fields for few-shot talking head synthesis
Talking head synthesis is an emerging technology with wide applications in film dubbing,
virtual avatars and online education. Recent NeRF-based methods generate more natural …
virtual avatars and online education. Recent NeRF-based methods generate more natural …
X-avatar: Expressive human avatars
We present X-Avatar, a novel avatar model that captures the full expressiveness of digital
humans to bring about life-like experiences in telepresence, AR/VR and beyond. Our …
humans to bring about life-like experiences in telepresence, AR/VR and beyond. Our …