3d gaussian splatting: Survey, technologies, challenges, and opportunities

Y Bao, T Ding, J Huo, Y Liu, Y Li, W Li… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
3D Gaussian Splatting (3DGS) has emerged as a prominent technique with the potential to
become a mainstream method for 3D representations. It can effectively transform multi-view …

Gaussian in the wild: 3d gaussian splatting for unconstrained image collections

D Zhang, C Wang, W Wang, P Li, M Qin… - European Conference on …, 2024 - Springer
Novel view synthesis from unconstrained in-the-wild images remains a meaningful but
challenging task. The photometric variation and transient occluders in those unconstrained …

One-dm: One-shot diffusion mimicker for handwritten text generation

G Dai, Y Zhang, Q Ke, Q Guo, S Huang - European Conference on …, 2024 - Springer
Existing handwritten text generation methods often require more than ten handwriting
samples as style references. However, in practical applications, users tend to prefer a …

Swag: Splatting in the wild images with appearance-conditioned gaussians

H Dahmani, M Bennehar, N Piasco, L Roldao… - … on Computer Vision, 2024 - Springer
Implicit neural representation methods have shown impressive advancements in learning
3D scenes from unstructured in-the-wild photo collections but are still limited by the large …

Wildgaussians: 3d gaussian splatting in the wild

J Kulhanek, S Peng, Z Kukelova, M Pollefeys… - arxiv preprint arxiv …, 2024 - arxiv.org
While the field of 3D scene reconstruction is dominated by NeRFs due to their photorealistic
quality, 3D Gaussian Splatting (3DGS) has recently emerged, offering similar quality with …

Spotlesssplats: Ignoring distractors in 3d gaussian splatting

S Sabour, L Goli, G Kopanas, M Matthews… - arxiv preprint arxiv …, 2024 - arxiv.org
3D Gaussian Splatting (3DGS) is a promising technique for 3D reconstruction, offering
efficient training and rendering speeds, making it suitable for real-time applications …

HiLo: Detailed and Robust 3D Clothed Human Reconstruction with High-and Low-Frequency Information of Parametric Models

Y Yang, D Liu, S Zhang, Z Deng… - Proceedings of the …, 2024 - openaccess.thecvf.com
Reconstructing 3D clothed human involves creating a detailed geometry of individuals in
clothing with applications ranging from virtual try-on movies to games. To enable practical …

G-NeRF: Geometry-enhanced Novel View Synthesis from Single-View Images

Z Huang, Q Chen, L Sun, Y Yang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Novel view synthesis aims to generate new view images of a given view image collection.
Recent attempts address this problem relying on 3D geometry priors (eg shapes sizes and …

CRAYM: Neural Field Optimization via Camera RAY Matching

L Lin, W Wu, CW Fu, H Zhang… - Advances in Neural …, 2025 - proceedings.neurips.cc
We introduce camera ray matching (CRAYM) into the joint optimization of camera poses and
neural fields from multi-view images. The optimized field, referred to as a feature volume …

Memorize What Matters: Emergent Scene Decomposition from Multitraverse

Y Li, Z Wang, Y Wang, Z Yu, Z Gojcic, M Pavone… - arxiv preprint arxiv …, 2024 - arxiv.org
Humans naturally retain memories of permanent elements, while ephemeral moments often
slip through the cracks of memory. This selective retention is crucial for robotic perception …