Recent advances in 3d gaussian splatting

T Wu, YJ Yuan, LX Zhang, J Yang, YP Cao… - Computational Visual …, 2024 - Springer
The emergence of 3D Gaussian splatting (3DGS) has greatly accelerated rendering in novel
view synthesis. Unlike neural implicit representations like neural radiance fields (NeRFs) …

Binary opacity grids: Capturing fine geometric detail for mesh-based view synthesis

C Reiser, S Garbin, P Srinivasan, D Verbin… - ACM Transactions on …, 2024 - dl.acm.org
While surface-based view synthesis algorithms are appealing due to their low computational
requirements, they often struggle to reproduce thin structures. In contrast, more expensive …

3d gaussian splatting as new era: A survey

B Fei, J Xu, R Zhang, Q Zhou… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
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 …

Neural signed distance function inference through splatting 3d gaussians pulled on zero-level set

W Zhang, YS Liu, Z Han - arXiv preprint arXiv:2410.14189, 2024 - arxiv.org
It is vital to infer a signed distance function (SDF) in multi-view based surface reconstruction.
3D Gaussian splatting (3DGS) provides a novel perspective for volume rendering, and …

3d gaussian splatting: Survey, technologies, challenges, and opportunities

Y Bao, T Ding, J Huo, Y Liu, Y Li, W Li, Y Gao… - arXiv preprint arXiv …, 2024 - arxiv.org
3D Gaussian Splatting (3DGS) has emerged as a prominent technique with the potential to
become a mainstream method for 3D representations. It can effectively transform multi-view …

Spiking GS: Towards High-Accuracy and Low-Cost Surface Reconstruction via Spiking Neuron-based Gaussian Splatting

W Zhang, Z Li, D Ma, H Tang, X Jiang, Q Zheng… - arXiv preprint arXiv …, 2024 - arxiv.org
3D Gaussian Splatting is capable of reconstructing 3D scenes in minutes. Despite recent
advances in improving surface reconstruction accuracy, the reconstructed results still exhibit …

Deformable Radial Kernel Splatting

YH Huang, MX Lin, YT Sun, Z Yang, X Lyu… - arXiv preprint arXiv …, 2024 - arxiv.org
Recently, Gaussian splatting has emerged as a robust technique for representing 3D
scenes, enabling real-time rasterization and high-fidelity rendering. However, Gaussians' …

TaNSR: Efficient 3D Reconstruction with Tetrahedral Difference and Feature Aggregation

Z Lv, X Bao, Y Tang, J Zhao - Computer Graphics Forum, 2024 - Wiley Online Library
Neural surface reconstruction methods have demonstrated their ability to recover 3D
surfaces from multiple images. However, current approaches struggle to rapidly achieve …

[PDF][PDF] 基于三维高斯溅射技术的可微分渲染研究进展(特邀)

高建, 陈林卓, 沈秋, 曹汛, 姚遥 - Laser & Optoelectronics …, 2024 - researching.cn
摘要近年来, 三维高斯溅射(3DGS) 技术的兴起为可微分渲染技术带来了革命性变化.
虽然神经辐射场(NeRF) 是可微分渲染技术的里程碑, 并已在高真实感的新视角合成方面取得了 …

HMGS: Hybrid Model of Gaussian Splatting for Enhancing 3D Reconstruction with Reflections

H Zhang, C Wang, J Liu, T Jiang… - Proceedings of the …, 2024 - openaccess.thecvf.com
The advent of 3D Gaussian Splatting (3D-GS) marks a significant breakthrough in the field of
3D reconstruction, leveraging GPU rasterization technology to achieve real-time rendering …