Lgm: Large multi-view gaussian model for high-resolution 3d content creation

J Tang, Z Chen, X Chen, T Wang, G Zeng… - European Conference on …, 2024 - Springer
Abstract 3D content creation has achieved significant progress in terms of both quality and
speed. Although current feed-forward models can produce 3D objects in seconds, their …

Gaussianstego: A generalizable stenography pipeline for generative 3d gaussians splatting

C Li, H Liu, Z Fan, W Li, Y Liu, P Pan… - arxiv preprint arxiv …, 2024 - arxiv.org
Recent advancements in large generative models and real-time neural rendering using
point-based techniques pave the way for a future of widespread visual data distribution …

OccFusion: Rendering Occluded Humans with Generative Diffusion Priors

A Sun, T **ang, S Delp, L Fei-Fei, E Adeli - arxiv preprint arxiv …, 2024 - arxiv.org
Most existing human rendering methods require every part of the human to be fully visible
throughout the input video. However, this assumption does not hold in real-life settings …

3D human avatar reconstruction with neural fields: A recent survey

M Gu, J Li, Y Wu, H Luo, J Zheng, X Bai - Image and Vision Computing, 2025 - Elsevier
Abstract 3D human avatar reconstruction aims to reconstruct the 3D geometric shape and
appearance of the human body from various data inputs, such as images, videos, and depth …

GeneMAN: Generalizable Single-Image 3D Human Reconstruction from Multi-Source Human Data

W Wang, H Ye, F Hong, X Yang, J Zhang… - arxiv preprint arxiv …, 2024 - arxiv.org
Given a single in-the-wild human photo, it remains a challenging task to reconstruct a high-
fidelity 3D human model. Existing methods face difficulties including a) the varying body …

Innovative AI techniques for photorealistic 3D clothed human reconstruction from monocular images or videos: a survey

S Yang, X Gu, Z Kuang, F Qin, Z Wu - The Visual Computer, 2024 - Springer
The reconstruction of high-quality 3D clothed humans from monocular images or videos has
gained popularity in recent years due to its significant practical applications. While several …

LAM3D: Large Image-Point-Cloud Alignment Model for 3D Reconstruction from Single Image

R Cui, X Song, W Sun, S Wang, W Liu, S Chen… - arxiv preprint arxiv …, 2024 - arxiv.org
Large Reconstruction Models have made significant strides in the realm of automated 3D
content generation from single or multiple input images. Despite their success, these models …

A Survey on 3D Human Avatar Modeling--From Reconstruction to Generation

R Wang, Y Cao, K Han, KYK Wong - arxiv preprint arxiv:2406.04253, 2024 - arxiv.org
3D modeling has long been an important area in computer vision and computer graphics.
Recently, thanks to the breakthroughs in neural representations and generative models, we …