3d gaussian splatting as new era: A survey

B Fei, J Xu, R Zhang, Q Zhou… - IEEE Transactions on …, 2024‏ - ieeexplore.ieee.org
3D Gaussian Splatting (3D-GS) has emerged as a significant advancement in the field of
Computer Graphics, offering explicit scene representation and novel view synthesis without …

[HTML][HTML] Tracking and map** in medical computer vision: A review

A Schmidt, O Mohareri, S DiMaio, MC Yip… - Medical Image …, 2024‏ - Elsevier
As computer vision algorithms increase in capability, their applications in clinical systems
will become more pervasive. These applications include: diagnostics, such as colonoscopy …

A survey on 3d gaussian splatting

G Chen, W Wang - arxiv preprint arxiv:2401.03890, 2024‏ - arxiv.org
3D Gaussian splatting (GS) has recently emerged as a transformative technique in the realm
of explicit radiance field and computer graphics. This innovative approach, characterized by …

3dgsr: Implicit surface reconstruction with 3d gaussian splatting

X Lyu, YT Sun, YH Huang, X Wu, Z Yang… - ACM Transactions on …, 2024‏ - dl.acm.org
In this paper, we present an implicit surface reconstruction method with 3D Gaussian
Splatting (3DGS), namely 3DGSR, that allows for accurate 3D reconstruction with intricate …

latentsplat: Autoencoding variational gaussians for fast generalizable 3d reconstruction

C Wewer, K Raj, E Ilg, B Schiele… - European Conference on …, 2024‏ - Springer
We present latentSplat, a method to predict semantic Gaussians in a 3D latent space that
can be splatted and decoded by a light-weight generative 2D architecture. Existing methods …

Sc4d: Sparse-controlled video-to-4d generation and motion transfer

Z Wu, C Yu, Y Jiang, C Cao, F Wang, X Bai - European Conference on …, 2024‏ - Springer
Recent advances in 2D/3D generative models enable the generation of dynamic 3D objects
from a single-view video. Existing approaches utilize score distillation sampling to form the …

Motiongs: Exploring explicit motion guidance for deformable 3d gaussian splatting

R Zhu, Y Liang, H Chang, J Deng… - Advances in …, 2025‏ - proceedings.neurips.cc
Dynamic scene reconstruction is a long-term challenge in the field of 3D vision. Recently,
the emergence of 3D Gaussian Splatting has provided new insights into this problem …

Gaussian splatting: 3d reconstruction and novel view synthesis, a review

A Dalal, D Hagen, KG Robbersmyr… - IEEE Access, 2024‏ - ieeexplore.ieee.org
Image-based 3D reconstruction is a challenging task that involves inferring the 3D shape of
an object or scene from a set of input images. Learning-based methods have gained …

Splatfields: Neural gaussian splats for sparse 3d and 4d reconstruction

M Mihajlovic, S Prokudin, S Tang, R Maier… - … on Computer Vision, 2024‏ - Springer
Digitizing 3D static scenes and 4D dynamic events from multi-view images has long been a
challenge in computer vision and graphics. Recently, 3D Gaussian Splatting (3DGS) has …

Recent Trends in 3D Reconstruction of General Non‐Rigid Scenes

R Yunus, JE Lenssen, M Niemeyer… - Computer Graphics …, 2024‏ - Wiley Online Library
Reconstructing models of the real world, including 3D geometry, appearance, and motion of
real scenes, is essential for computer graphics and computer vision. It enables the …