Recent advances in 3d gaussian splatting
The emergence of 3D Gaussian splatting (3DGS) has greatly accelerated rendering in novel
view synthesis. Unlike neural implicit representations like neural radiance fields (NeRFs) …
view synthesis. Unlike neural implicit representations like neural radiance fields (NeRFs) …
3d gaussian splatting: Survey, technologies, challenges, and opportunities
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 …
become a mainstream method for 3D representations. It can effectively transform multi-view …
Compgs: Efficient 3d scene representation via compressed gaussian splatting
Gaussian splatting, renowned for its exceptional rendering quality and efficiency, has
emerged as a prominent technique in 3D scene representation. However, the substantial …
emerged as a prominent technique in 3D scene representation. However, the substantial …
Taming 3dgs: High-quality radiance fields with limited resources
3D Gaussian Splatting (3DGS) has transformed novel-view synthesis with its fast,
interpretable, and high-fidelity rendering. However, its resource requirements limit its …
interpretable, and high-fidelity rendering. However, its resource requirements limit its …
Tracknerf: Bundle adjusting nerf from sparse and noisy views via feature tracks
Neural radiance fields (NeRFs) generally require many images with accurate poses for
accurate novel view synthesis, which does not reflect realistic setups where views can be …
accurate novel view synthesis, which does not reflect realistic setups where views can be …
Implicit gaussian splatting with efficient multi-level tri-plane representation
M Wu, T Tuytelaars - arxiv preprint arxiv:2408.10041, 2024 - arxiv.org
Recent advancements in photo-realistic novel view synthesis have been significantly driven
by Gaussian Splatting (3DGS). Nevertheless, the explicit nature of 3DGS data entails …
by Gaussian Splatting (3DGS). Nevertheless, the explicit nature of 3DGS data entails …
Deformable Radial Kernel Splatting
Recently, Gaussian splatting has emerged as a robust technique for representing 3D
scenes, enabling real-time rasterization and high-fidelity rendering. However, Gaussians' …
scenes, enabling real-time rasterization and high-fidelity rendering. However, Gaussians' …
MVTN: Learning multi-view transformations for 3D understanding
Multi-view projection techniques have shown themselves to be highly effective in achieving
top-performing results in the recognition of 3D shapes. These methods involve learning how …
top-performing results in the recognition of 3D shapes. These methods involve learning how …
Tangram-Splatting: Optimizing 3D Gaussian Splatting Through Tangram-inspired Shape Priors
With the growth of VR and AR industry, 3D reconstruction has become a more and more
important topic in multimedia. Although 3D Gaussian Splatting achieves state-of-the-art in …
important topic in multimedia. Although 3D Gaussian Splatting achieves state-of-the-art in …
Mvgs: Multi-view-regulated gaussian splatting for novel view synthesis
Recent works in volume rendering,\textit {eg} NeRF and 3D Gaussian Splatting (3DGS),
significantly advance the rendering quality and efficiency with the help of the learned implicit …
significantly advance the rendering quality and efficiency with the help of the learned implicit …