Gps-gaussian: Generalizable pixel-wise 3d gaussian splatting for real-time human novel view synthesis

S Zheng, B Zhou, R Shao, B Liu… - Proceedings of the …, 2024 - openaccess.thecvf.com
We present a new approach termed GPS-Gaussian for synthesizing novel views of a
character in a real-time manner. The proposed method enables 2K-resolution rendering …

Gomavatar: Efficient animatable human modeling from monocular video using gaussians-on-mesh

J Wen, X Zhao, Z Ren, AG Schwing… - Proceedings of the …, 2024 - openaccess.thecvf.com
We introduce GoMAvatar a novel approach for real-time memory-efficient high-quality
animatable human modeling. GoMAvatar takes as input a single monocular video to create …

[HTML][HTML] 3D reconstruction of human bodies from single-view and multi-view images: A systematic review

HA Correia, JH Brito - Computer Methods and Programs in Biomedicine, 2023 - Elsevier
Abstract 3D reconstruction of human bodies remains an important research issue in
computer vision. It is a fundamental resource for many everyday applications, including in …

Semantically-aware Neural Radiance Fields for Visual Scene Understanding: A Comprehensive Review

TAQ Nguyen, A Bourki, M Macudzinski… - arXiv preprint arXiv …, 2024 - arxiv.org
This review thoroughly examines the role of semantically-aware Neural Radiance Fields
(NeRFs) in visual scene understanding, covering an analysis of over 250 scholarly papers. It …

Morphable Diffusion: 3D-Consistent Diffusion for Single-image Avatar Creation

X Chen, M Mihajlovic, S Wang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Recent advances in generative diffusion models have enabled the previously unfeasible
capability of generating 3D assets from a single input image or a text prompt. In this work we …

3D Clothed Human Reconstruction from Sparse Multi-view Images

JG Hong, SY Noh, HK Lee… - Proceedings of the …, 2024 - openaccess.thecvf.com
Clothed human reconstruction based on implicit functions has recently received
considerable attention. In this study we explore the most effective 2D feature fusion method …

GHNeRF: Learning Generalizable Human Features with Efficient Neural Radiance Fields

A Dey, D Yang, R Agaram… - Proceedings of the …, 2024 - openaccess.thecvf.com
Abstract Recent advances in Neural Radiance Fields (NeRF) have demonstrated promising
results in 3D scene representations including 3D human representations. However these …

OccGaussian: 3D Gaussian Splatting for Occluded Human Rendering

J Ye, Z Zhang, Y Jiang, Q Liao, W Yang… - arXiv preprint arXiv …, 2024 - arxiv.org
Rendering dynamic 3D human from monocular videos is crucial for various applications
such as virtual reality and digital entertainment. Most methods assume the people is in an …

Neural Radiance Field-based Visual Rendering: A Comprehensive Review

M Yao, Y Huo, Y Ran, Q Tian, R Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
In recent years, Neural Radiance Fields (NeRF) has made remarkable progress in the field
of computer vision and graphics, providing strong technical support for solving key tasks …

Open-set Synthesis for Free-viewpoint Human Body Reenactment of Novel Poses

Z Sheng, F Liu, M Liu, F Zheng… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Free-viewpoint human body reenactment aims to generate authentic and coherent poses for
a source subject based on a target body pose skeleton. While current methods are proficient …