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 …, 2023 - 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 …

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 …

Tech: Text-guided reconstruction of lifelike clothed humans

Y Huang, H Yi, Y **u, 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 …

Cosmicman: A text-to-image foundation model for humans

S Li, J Fu, K Liu, W Wang, KY Lin… - Proceedings of the …, 2024 - openaccess.thecvf.com
We present CosmicMan a text-to-image foundation model specialized for generating high-
fidelity human images. Unlike current general-purpose foundation models that are stuck in …

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 …

Human4dit: 360-degree human video generation with 4d diffusion transformer

R Shao, Y Pang, Z Zheng, J Sun, Y Liu - arxiv preprint arxiv:2405.17405, 2024 - arxiv.org
We present a novel approach for generating 360-degree high-quality, spatio-temporally
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 **e, 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 …

PKU-DyMVHumans: A Multi-View Video Benchmark for High-Fidelity Dynamic Human Modeling

X Zheng, L Liao, X Li, J Jiao, R Wang… - Proceedings of the …, 2024 - openaccess.thecvf.com
High-quality human reconstruction and photo-realistic rendering of a dynamic scene is a
long-standing problem in computer vision and graphics. Despite considerable efforts …