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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 as new era: A survey
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 …
Computer Graphics, offering explicit scene representation and novel view synthesis without …
2d gaussian splatting for geometrically accurate radiance fields
3D Gaussian Splatting (3DGS) has recently revolutionized radiance field reconstruction,
achieving high quality novel view synthesis and fast rendering speed. However, 3DGS fails …
achieving high quality novel view synthesis and fast rendering speed. However, 3DGS fails …
A survey on 3d gaussian splatting
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 …
of explicit radiance field and computer graphics. This innovative approach, characterized by …
Pixel-gs: Density control with pixel-aware gradient for 3d gaussian splatting
Abstract 3D Gaussian Splatting (3DGS) has demonstrated impressive novel view synthesis
results and advancing real-time rendering performance. However, the effectiveness of 3DGS …
results and advancing real-time rendering performance. However, the effectiveness of 3DGS …
A hierarchical 3d gaussian representation for real-time rendering of very large datasets
Novel view synthesis has seen major advances in recent years, with 3D Gaussian splatting
offering an excellent level of visual quality, fast training and real-time rendering. However …
offering an excellent level of visual quality, fast training and real-time rendering. However …
Gaussian opacity fields: Efficient adaptive surface reconstruction in unbounded scenes
Recently, 3D Gaussian Splatting (3DGS) has demonstrated impressive novel view synthesis
results, while allowing the rendering of high-resolution images in real-time. However …
results, while allowing the rendering of high-resolution images in real-time. However …
Lara: Efficient large-baseline radiance fields
Radiance field methods have achieved photorealistic novel view synthesis and geometry
reconstruction. But they are mostly applied in per-scene optimization or small-baseline …
reconstruction. But they are mostly applied in per-scene optimization or small-baseline …
Mini-splatting: Representing scenes with a constrained number of gaussians
In this study, we explore the challenge of efficiently representing scenes with a constrained
number of Gaussians. Our analysis shifts from traditional graphics and 2D computer vision to …
number of Gaussians. Our analysis shifts from traditional graphics and 2D computer vision to …
Gaussian in the wild: 3d gaussian splatting for unconstrained image collections
Novel view synthesis from unconstrained in-the-wild images remains a meaningful but
challenging task. The photometric variation and transient occluders in those unconstrained …
challenging task. The photometric variation and transient occluders in those unconstrained …