Accelerating 3D Gaussian Splat Rendering
The 3D Gaussian Splatting method for 3D environment reconstruction from images brought significant advancements to photorealistic novel-view synthesis. It combines the advantages of primitive-based rendering with a differentiable renderer, thus obtaining state-of-the-art image quality and surpassing neural methods for scene representation in ...
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A Survey on 3D Gaussian Splatting
3D Gaussian splatting (GS) has emerged as a transformative technique in radiance fields. Unlike mainstream implicit neural models, 3D GS uses millions of learnable 3D Gaussians for an explicit scene representation. Paired with a differentiable rendering algorithm, this approach achieves real-time rendering and unprecedented editability, making it a ...
Chen, Guikun, Wang, Wenguan
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GaussianFocus: Constrained Attention Focus forĀ 3D Gaussian Splatting
Recent developments in 3D reconstruction and neural rendering have significantly propelled the capabilities of photo-realistic 3D scene rendering across various academic and industrial fields. The 3D Gaussian Splatting technique, alongside its derivatives, integrates the advantages of primitive-based and volumetric representations to deliver top-tier ...
Zexu Huang, Min Xu, Stuart Perry
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Denoise-GS: Self-Supervised Denoising for Sparse-View 3D Gaussian Splatting. [PDF]
Xu Y, Ding J, Zhang J, Tan P, Li M.
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Human reconstruction using 3D Gaussian Splatting: a brief survey. [PDF]
Chen DL +5 more
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BDGS-SLAM: A Probabilistic 3D Gaussian Splatting Framework for Robust SLAM in Dynamic Environments. [PDF]
Yang T, Wei S, Nan J, Li M, Li M.
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I3DGS: Improve 3D Gaussian Splatting from Multiple Dimensions
3D Gaussian Splatting is a novel method for 3D view synthesis, which can gain an implicit neural learning rendering result than the traditional neural rendering technology but keep the more high-definition fast rendering speed.
Lin, Jinwei
core
Integrating CAD, BIM, immersive technology, and 3D Gaussian Splatting for construction model coordination with ISO 19650. [PDF]
Liao X +5 more
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Enhanced 3D Gaussian Splatting for Real-Scene Reconstruction via Depth Priors, Adaptive Densification, and Denoising. [PDF]
Shang H +7 more
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A Robust Framework Fusing Visual SLAM and 3D Gaussian Splatting with a Coarse-Fine Method for Dynamic Region Segmentation. [PDF]
Chen Z, Hu Y, Liu Y.
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