Surface reconstruction from 3d gaussian splatting via local structural hints

Q Wu, J Zheng, J Cai - European Conference on Computer Vision, 2025 - Springer
This paper presents a novel approach for surface mesh reconstruction from 3D Gaussian
Splatting (3DGS)[20], a technique renowned for its efficiency in novel view synthesis but …

3D Gaussian Ray Tracing: Fast Tracing of Particle Scenes

N Moenne-Loccoz, A Mirzaei, O Perel… - ACM Transactions on …, 2024 - dl.acm.org
Particle-based representations of radiance fields such as 3D Gaussian Splatting have found
great success for reconstructing and re-rendering of complex scenes. Most existing methods …

Octree-gs: Towards consistent real-time rendering with lod-structured 3d gaussians

K Ren, L Jiang, T Lu, M Yu, L Xu, Z Ni, B Dai - arXiv preprint arXiv …, 2024 - arxiv.org
The recent 3D Gaussian splatting (3D-GS) has shown remarkable rendering fidelity and
efficiency compared to NeRF-based neural scene representations. While demonstrating the …

Gsdf: 3dgs meets sdf for improved rendering and reconstruction

M Yu, T Lu, L Xu, L Jiang, Y Xiangli, B Dai - arXiv preprint arXiv …, 2024 - arxiv.org
Presenting a 3D scene from multiview images remains a core and long-standing challenge
in computer vision and computer graphics. Two main requirements lie in rendering and …

INPC: Implicit Neural Point Clouds for Radiance Field Rendering

F Hahlbohm, L Franke, M Kappel, S Castillo… - arXiv preprint arXiv …, 2024 - arxiv.org
We introduce a new approach for reconstruction and novel-view synthesis of unbounded
real-world scenes. In contrast to previous methods using either volumetric fields, grid-based …

MegaSurf: Scalable Large Scene Neural Surface Reconstruction

Y Wang, K Zhou, W Zhang, C Xiao - Proceedings of the 32nd ACM …, 2024 - dl.acm.org
We present MegaSurf, a Neural Surface Reconstruction (NSR) framework to reconstruct 3D
models of large scenes from aerial images. Many methods utilize geometry cues to …

Ternary-Type Opacity and Hybrid Odometry for RGB NeRF-SLAM

J Lin, A Nachkov, S Peng, L Van Gool… - 2024 IEEE/RSJ …, 2024 - ieeexplore.ieee.org
In this work, we address the challenge of deploying Neural Radiance Field (NeRFs) in
Simultaneous Localization and Mapping (SLAM) under the condition of lacking depth …

VR-Splatting: Foveated Radiance Field Rendering via 3D Gaussian Splatting and Neural Points

L Franke, L Fink, M Stamminger - arXiv preprint arXiv:2410.17932, 2024 - arxiv.org
Recent advances in novel view synthesis (NVS), particularly neural radiance fields (NeRF)
and Gaussian splatting (3DGS), have demonstrated impressive results in photorealistic …

Geometry Field Splatting with Gaussian Surfels

K Jiang, V Sivaram, C Peng, R Ramamoorthi - arXiv preprint arXiv …, 2024 - arxiv.org
Geometric reconstruction of opaque surfaces from images is a longstanding challenge in
computer vision, with renewed interest from volumetric view synthesis algorithms using …

Frustum Volume Caching for Accelerated NeRF Rendering

M Steiner, T Köhler, L Radl, M Steinberger - Proceedings of the ACM on …, 2024 - dl.acm.org
Neural Radiance Fields (NeRFs) have revolutionized the field of inverse rendering due to
their ability to synthesize high-quality novel views and applicability in practical contexts …