4k4d: Real-time 4d view synthesis at 4k resolution

Z Xu, S Peng, H Lin, G He, J Sun… - Proceedings of the …, 2024 - openaccess.thecvf.com
This paper targets high-fidelity and real-time view synthesis of dynamic 3D scenes at 4K
resolution. Recent methods on dynamic view synthesis have shown impressive rendering …

Gauhuman: Articulated gaussian splatting from monocular human videos

S Hu, T Hu, Z Liu - … of the IEEE/CVF Conference on …, 2024 - openaccess.thecvf.com
We present GauHuman a 3D human model with Gaussian Splatting for both fast training (1 2
minutes) and real-time rendering (up to 189 FPS) compared with existing NeRF-based …

Smpler-x: Scaling up expressive human pose and shape estimation

Z Cai, W Yin, A Zeng, C Wei, Q Sun… - Advances in …, 2024 - proceedings.neurips.cc
Expressive human pose and shape estimation (EHPS) unifies body, hands, and face motion
capture with numerous applications. Despite encouraging progress, current state-of-the-art …

Human gaussian splatting: Real-time rendering of animatable avatars

A Moreau, J Song, H Dhamo, R Shaw… - Proceedings of the …, 2024 - openaccess.thecvf.com
This work addresses the problem of real-time rendering of photorealistic human body
avatars learned from multi-view videos. While the classical approaches to model and render …

Tech: Text-guided reconstruction of lifelike clothed humans

Y Huang, H Yi, Y Xiu, T Liao, J Tang… - … Conference on 3D …, 2024 - ieeexplore.ieee.org
Despite recent research advancements in reconstructing clothed humans from a single
image, accurately restoring the “unseen regions” with high-level details remains an …

360-degree Human Video Generation with 4D Diffusion Transformer

R Shao, Y Pang, Z Zheng, J Sun, Y Liu - ACM Transactions on Graphics …, 2024 - dl.acm.org
We present a novel approach for generating 360-degree high-quality, spatiotemporally
coherent human videos from a single image. Our framework combines the strengths of …

High-fidelity and real-time novel view synthesis for dynamic scenes

H Lin, S Peng, Z Xu, T Xie, X He, H Bao… - SIGGRAPH Asia 2023 …, 2023 - dl.acm.org
This paper aims to tackle the challenge of dynamic view synthesis from multi-view videos.
The key observation is that while previous grid-based methods offer consistent rendering …

4d-rotor gaussian splatting: towards efficient novel view synthesis for dynamic scenes

Y Duan, F Wei, Q Dai, Y He, W Chen… - ACM SIGGRAPH 2024 …, 2024 - dl.acm.org
We consider the problem of novel-view synthesis (NVS) for dynamic scenes. Recent neural
approaches have accomplished exceptional NVS results for static 3D scenes, but …

Animatabledreamer: Text-guided non-rigid 3d model generation and reconstruction with canonical score distillation

X Wang, Y Wang, J Ye, F Sun, Z Wang, L Wang… - … on Computer Vision, 2025 - Springer
Advances in 3D generation have facilitated sequential 3D model generation (aka 4D
generation), yet its application for animatable objects with large motion remains scarce. Our …

MVHumanNet: A Large-scale Dataset of Multi-view Daily Dressing Human Captures

Z Xiong, C Li, K Liu, H Liao, J Hu… - Proceedings of the …, 2024 - openaccess.thecvf.com
In this era the success of large language models and text-to-image models can be attributed
to the driving force of large-scale datasets. However in the realm of 3D vision while …