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) …

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 …

A survey on 3d gaussian splatting

G Chen, W Wang - arXiv preprint arXiv:2401.03890, 2024 - arxiv.org
3D Gaussian splatting (3D GS) has recently emerged as a transformative technique in the
explicit radiance field and computer graphics landscape. This innovative approach …

3d gaussian as a new vision era: A survey

B Fei, J Xu, R Zhang, Q Zhou, W Yang, Y He - arXiv preprint arXiv …, 2024 - arxiv.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 …

Pixel-gs: Density control with pixel-aware gradient for 3d gaussian splatting

Z Zhang, W Hu, Y Lao, T He, H Zhao - arXiv preprint arXiv:2403.15530, 2024 - arxiv.org
3D Gaussian Splatting (3DGS) has demonstrated impressive novel view synthesis results
while advancing real-time rendering performance. However, it relies heavily on the quality of …

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 …

Revising densification in gaussian splatting

SR Bulò, L Porzi, P Kontschieder - arXiv preprint arXiv:2404.06109, 2024 - arxiv.org
In this paper, we address the limitations of Adaptive Density Control (ADC) in 3D Gaussian
Splatting (3DGS), a scene representation method achieving high-quality, photorealistic …

GScream: Learning 3D Geometry and Feature Consistent Gaussian Splatting for Object Removal

Y Wang, Q Wu, G Zhang, D Xu - arXiv preprint arXiv:2404.13679, 2024 - arxiv.org
This paper tackles the intricate challenge of object removal to update the radiance field
using the 3D Gaussian Splatting. The main challenges of this task lie in the preservation of …

Gaussian Splatting: 3D Reconstruction and Novel View Synthesis, a Review

A Dalal, D Hagen, KG Robbersmyr… - IEEE Access, 2024 - ieeexplore.ieee.org
Image-based 3D reconstruction is a challenging task that involves inferring the 3D shape of
an object or scene from a set of input images. Learning-based methods have gained …

When LLMs step into the 3D World: A Survey and Meta-Analysis of 3D Tasks via Multi-modal Large Language Models

X Ma, Y Bhalgat, B Smart, S Chen, X Li, J Ding… - arXiv preprint arXiv …, 2024 - arxiv.org
As large language models (LLMs) evolve, their integration with 3D spatial data (3D-LLMs)
has seen rapid progress, offering unprecedented capabilities for understanding and …