Mip-Splatting: Alias-Free 3D Gaussian Splatting [PDF]
Computer Vision and Pattern Recognition, 2023 Recently, 3D Gaussian Splatting has demonstrated impressive novel view synthesis results, reaching high fidelity and efficiency. However, strong artifacts can be observed when changing the sampling rate, e.g., by changing focal length or camera distance.
Zehao Yu +4 more
semanticscholar +3 more sources
DiGS: Depth-Initialized Gaussian Splatting for Single-Object Reconstruction [PDF]
Journal of ImagingGaussian Splatting is a state-of-the-art technique for 3D reconstruction. In this paper, we investigate how different initialization strategies influence the optimization process within the Gaussian Splatting framework, showing that more accurate initial
Jacopo Meglioraldi +2 more
doaj +2 more sources
Empirical analysis of adversarial robustness in 3D Gaussian Splatting under multi-view inconsistency attacks [PDF]
Scientific Reports3D Gaussian Splatting has emerged as a promising technique for real-time novel view synthesis, achieving rendering quality comparable to neural radiance fields while enabling significantly faster inference.
Hyun Kwon, Jang-Woon Baek
doaj +2 more sources
PGSR: Planar-based Gaussian Splatting for Efficient and High-Fidelity Surface Reconstruction [PDF]
IEEE Transactions on Visualization and Computer GraphicsRecently, 3D Gaussian Splatting (3DGS) has attracted widespread attention due to its high-quality rendering, and ultra-fast training and rendering speed.
Guofeng Zhang, Hujun Bao, Haomin Liu
exaly +2 more sources
Tortho-Gaussian: splatting true digital orthophoto maps
Geo-spatial Information ScienceTrue Digital Orthophoto Maps (TDOMs) are essential products for digital twins and Geographic Information Systems (GIS). Traditionally, TDOM generation involves a complex photogrammetric pipeline, which may deteriorate due to various challenges, including
Xin Wang +7 more
doaj +2 more sources
A survey on surface reconstruction based on 3D Gaussian splatting [PDF]
PeerJ Computer ScienceSurface reconstruction is a foundational topic in computer graphics and has gained substantial research interest in recent years. With the emergence of advanced neural radiance fields (NeRFs) and 3D Gaussian splatting (3D GS), numerous innovative many ...
Zheng Xu +4 more
doaj +3 more sources
Arbitrary Optics for Gaussian Splatting Using Space Warping [PDF]
Journal of ImagingDue to recent advances in 3D reconstruction from RGB images, it is now possible to create photorealistic representations of real-world scenes that only require minutes to be reconstructed and can be rendered in real time.
Jakob Nazarenus +3 more
doaj +2 more sources
3D Gaussian Splatting for Real-Time Radiance Field Rendering [PDF]
ACM Transactions on Graphics, 2023 Radiance Field methods have recently revolutionized novel-view synthesis of scenes captured with multiple photos or videos. However, achieving high visual quality still requires neural networks that are costly to train and render, while recent faster ...
Bernhard Kerbl +3 more
semanticscholar +1 more source
4D Gaussian Splatting for Real-Time Dynamic Scene Rendering [PDF]
Computer Vision and Pattern Recognition, 2023 Representing and rendering dynamic scenes has been an important but challenging task. Especially, to accurately model complex motions, high efficiency is usually hard to guarantee.
Guan-Jun Wu +8 more
semanticscholar +1 more source
SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering [PDF]
Computer Vision and Pattern Recognition, 2023 We propose a method to allow precise and extremely fast mesh extraction from 3D Gaussian Splatting [15]. Gaussian Splatting has recently become very popular as it yields realistic rendering while being significantly faster to train than NeRFs.
Antoine Guédon, Vincent Lepetit
semanticscholar +1 more source