Consistent123: One image to highly consistent 3d asset using case-aware diffusion priors

Y Lin, H Han, C Gong, Z Xu, Y Zhang, X Li - Proceedings of the 32nd …, 2024 - dl.acm.org
Reconstructing 3D objects from a single image guided by pretrained diffusion models has
demonstrated promising outcomes. However, due to utilizing the case-agnostic rigid …

Real-time radiance fields for single-image portrait view synthesis

A Trevithick, M Chan, M Stengel, E Chan… - ACM Transactions on …, 2023 - dl.acm.org
We present a one-shot method to infer and render a photorealistic 3D representation from a
single unposed image (eg, face portrait) in real-time. Given a single RGB input, our image …

Make encoder great again in 3d gan inversion through geometry and occlusion-aware encoding

Z Yuan, Y Zhu, Y Li, H Liu… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Abstract 3D GAN inversion aims to achieve high reconstruction fidelity and reasonable 3D
geometry simultaneously from a single image input. However, existing 3D GAN inversion …

Triplanenet: An encoder for eg3d inversion

AR Bhattarai, M Nießner… - Proceedings of the …, 2024 - openaccess.thecvf.com
Recent progress in NeRF-based GANs has introduced a number of approaches for high-
resolution and high-fidelity generative modeling of human heads with a possibility for novel …

MedShapeNet – a large-scale dataset of 3D medical shapes for computer vision

J Li, Z Zhou, J Yang, A Pepe, C Gsaxner… - Biomedical …, 2024 - degruyter.com
Objectives The shape is commonly used to describe the objects. State-of-the-art algorithms
in medical imaging are predominantly diverging from computer vision, where voxel grids …

Nofa: Nerf-based one-shot facial avatar reconstruction

W Yu, Y Fan, Y Zhang, X Wang, F Yin, Y Bai… - ACM SIGGRAPH 2023 …, 2023 - dl.acm.org
3D facial avatar reconstruction has been a significant research topic in computer graphics
and computer vision, where photo-realistic rendering and flexible controls over poses and …

Rodinhd: High-fidelity 3d avatar generation with diffusion models

B Zhang, Y Cheng, C Wang, T Zhang, J Yang… - … on Computer Vision, 2024 - Springer
We present RodinHD, which can generate high-fidelity 3D avatars from a portrait image.
Existing methods fail to capture intricate details such as hairstyles which we tackle in this …

Learning 3d-aware image synthesis with unknown pose distribution

Z Shi, Y Shen, Y Xu, S Peng, Y Liao… - Proceedings of the …, 2023 - openaccess.thecvf.com
Existing methods for 3D-aware image synthesis largely depend on the 3D pose distribution
pre-estimated on the training set. An inaccurate estimation may mislead the model into …

Real-time 3d-aware portrait editing from a single image

Q Bai, Z Shi, Y Xu, H Ouyang, Q Wang, C Yang… - … on Computer Vision, 2024 - Springer
This work presents 3DPE, a practical method that can efficiently edit a face image following
given prompts, like reference images or text descriptions, in a 3D-aware manner. To this …

Controllable 3d face generation with conditional style code diffusion

X Shen, J Ma, C Zhou, Z Yang - … of the AAAI Conference on Artificial …, 2024 - ojs.aaai.org
Generating photorealistic 3D faces from given conditions is a challenging task. Existing
methods often rely on time-consuming one-by-one optimization approaches, which are not …