Headstudio: Text to animatable head avatars with 3d gaussian splatting

Z Zhou, F Ma, H Fan, Z Yang, Y Yang - European Conference on Computer …, 2024 - Springer
Creating digital avatars from textual prompts has long been a desirable yet challenging task.
Despite the promising results achieved with 2D diffusion priors, current methods struggle to …

Generative ai meets 3d: A survey on text-to-3d in aigc era

C Li, C Zhang, J Cho, A Waghwase, LH Lee… - arxiv preprint arxiv …, 2023 - arxiv.org
Generative AI has made significant progress in recent years, with text-guided content
generation being the most practical as it facilitates interaction between human instructions …

Towards High-Fidelity 3D Portrait Generation with Rich Details by Cross-View Prior-Aware Diffusion

H Wei, W Han, X Dong, J Shen - arxiv preprint arxiv:2411.10369, 2024 - arxiv.org
Recent diffusion-based Single-image 3D portrait generation methods typically employ 2D
diffusion models to provide multi-view knowledge, which is then distilled into 3D …

A Comprehensive Taxonomy and Analysis of Talking Head Synthesis: Techniques for Portrait Generation, Driving Mechanisms, and Editing

M Meng, Y Zhao, B Zhang, Y Zhu, W Shi… - arxiv preprint arxiv …, 2024 - arxiv.org
Talking head synthesis, an advanced method for generating portrait videos from a still image
driven by specific content, has garnered widespread attention in virtual reality, augmented …

PSHead: 3D Head Reconstruction from a Single Image with Diffusion Prior and Self-Enhancement

J Yang, TW Wu, KT Fogarty, F Zhong, C Oztireli - openreview.net
In this work, we investigate the problem of creating high-fidelity photorealistic 3D avatars
from only a single face image. This task is inherently challenging due to the limited 3D cues …