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- SuGaR is a method that uses 3D blobs (Gaussians) to capture scene details and make quick and accurate 3D models123. It aligns Gaussians closer with underlying surfaces, which then allows extracting the mesh, which then allows it to be animated or skinned3. A special rule (regularization term) helps distribute Gaussians evenly over the scene surface1. The method samples visible points and use Poisson's reconstruction to form a triangle mesh1.
Learn more:✕This summary was generated using AI based on multiple online sources. To view the original source information, use the "Learn more" links.SuGaR is a method that makes quick and accurate 3D models. It uses 3D blobs (Gaussians) to capture scene details. A special rule (regularization term) helps distribute Gaussians evenly over the scene surface. The method samples visible points and use Poisson's reconstruction to form a triangle mesh.synthical.com/article/b18bd5e6-568f-4e7e-b087-04…The method, referred to as SuGaR, allows for fast retrieval of meshes from Gaussian Splatting, vastly outperforming Neural Radiance Fields (NeRFs). SuGaR has not only shown impressive outcomes in terms of render quality but also in terms of efficiency, demonstrating the ability to operate significantly faster on a single GPU.www.emergentmind.com/papers/2311.12775SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering aligns gaussians closer with underlying surfaces, which then allows extracting the mesh, which then allows it to be animated or skinned. The final mesh still has gaussian splats “attached” to the polygons.aras-p.info/blog/2023/12/08/Gaussian-explosion/ - People also ask
- As we explain in the paper, SuGaR optimization starts with first optimizing a 3D Gaussian Splatting model for 7k iterations with no additional regularization term. In …
- Consequently, the current implementation contains a version of the original 3D Gaussian Splatting code, and we built our model as a wrapper of … See more
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WebNov 21, 2023 · A method to extract a fast and high-quality mesh from 3D Gaussian Splatting, a technique for realistic rendering. The paper proposes a regularization …
SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh ...
WebSuGaR is a method that extracts accurate and editable meshes from 3D Gaussian Splatting representations within minutes on a single GPU. It uses a regularization …
SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh ...
WebNov 21, 2023 · SuGaR is a method that extracts a mesh from millions of tiny 3D gaussians optimized to match images of a scene. It uses a regularization term, …
WebFigure 1: We introduce a method that extracts accurate and editable meshes from 3D Gaussian Splatting representations within minutes on a single GPU. The meshes can …
WebA research paper by Antoine Guédon and Vincent Lepetit that introduces SuGaR, a method to reconstruct meshes from 3D Gaussian Splatting. The paper explains the …
WebNov 21, 2023 · Corpus ID: 265308825. SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering. Antoine Gu'edon, …
WebSuGaR [11] is used for efficient 3D mesh reconstruction, aligning surfaces by regularizing geometry through the alignment of Gaussians. Recently, there have been efforts to …
WebDec 27, 2023 · Demo video for SuGaR, Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction. Showing the process of rigging and pose adjustment for a 3D ch...
Surface Reconstruction from Gaussian Splatting via Novel Stereo …
WebAbstract. The Gaussian splatting for radiance field rendering method has recently emerged as an efficient approach for accurate scene representation. It optimizes the location, size, …
SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh ...
WebSuGaR is a method that extracts a mesh from 3D Gaussian Splatting, a technique for realistic rendering of 3D scenes. It uses a regularization term, Poisson reconstruction, …
Controllable Text-to-3D Generation via Surface-Aligned Gaussian …
WebMar 15, 2024 · Controllable 3D Generation Gaussian Splatting SuGaR. 0. Figure 1: Given a text prompt and a condition image, our method is able to achieve high-fidelity and …
SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh ...
WebNov 21, 2023 · SuGaR is a method to extract a fast and high-quality mesh from 3D Gaussian Splatting, a technique for realistic rendering. It uses a regularization term, …
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SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh ...
WebCVPR 2024. Poster. SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering. Antoine Guédon · Vincent Lepetit. [ …
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Web6 days ago · 1 Introduction. Figure 2: Overview: The blue section of the figure illustrates common methods for reconstructing geometrically aligned Gaussian Splats. The input …
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SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh ...
WebNov 21, 2023 · SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering. Antoine Gu'edon, Vincent Lepetit. …
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WebMay 24, 2024 · Recently, Gaussian Splatting, a method that represents a 3D scene as a collection of Gaussian distributions, has gained significant attention in addressing the …
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