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https://github.com/cuiziteng/luminance-gs

🌕 [CVPR 2025] Luminance-GS: Adapting 3D Gaussian Splatting to Challenging Lighting Conditions with View-Adaptive Curve Adjustment

https://github.com/cuiziteng/luminance-gs

Science Score: 36.0%

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    Low similarity (7.3%) to scientific vocabulary

Keywords

3dgs computational-photography cvpr cvpr2025 low-level-vision low-light-image-enhancement
Last synced: 5 months ago · JSON representation

Repository

🌕 [CVPR 2025] Luminance-GS: Adapting 3D Gaussian Splatting to Challenging Lighting Conditions with View-Adaptive Curve Adjustment

Basic Info
  • Host: GitHub
  • Owner: cuiziteng
  • Language: Python
  • Default Branch: main
  • Homepage:
  • Size: 25.8 MB
Statistics
  • Stars: 40
  • Watchers: 9
  • Forks: 4
  • Open Issues: 1
  • Releases: 0
Topics
3dgs computational-photography cvpr cvpr2025 low-level-vision low-light-image-enhancement
Created 12 months ago · Last pushed 7 months ago
Metadata Files
Readme

README.md

[CVPR 2025] Luminance-GS: Adapting 3D Gaussian Splatting to Challenging Lighting Conditions with View-Adaptive Curve Adjustment

(Paper Link), (Website Link).

2025.2.27 : Paper accepted by CVPR 2025 !

2025.4.27 : Code and dataset released !

Ziteng Cui1, Xuangeng Chu1, Tatsuya Harada1,2.

1.The University of Tokyo, 2.RIKEN AIP.

Use The Code:

cd Luminance-GS

Citation:

@inproceedings{cui_luminance_gs, title = {Luminance-GS: Adapting 3D Gaussian Splatting to Challenging Lighting Conditions with View-Adaptive Curve Adjustment}, author = {Cui, Ziteng and Chu, Xuangeng and Harada, Tatsuya}, booktitle={CVPR}, year={2025}}

Dataset Citation:

@inproceedings{cui_aleth_nerf, title={Aleth-NeRF: Illumination Adaptive NeRF with Concealing Field Assumption}, author={Cui, Ziteng and Gu, Lin and Sun, Xiao and Ma, Xianzheng and Qiao, Yu and Harada, Tatsuya}, booktitle={Proceedings of the AAAI Conference on Artificial Intelligence}, year={2024} }

📖: Some Also Great Co-current Works (almost 3DGS in dark):

sRGB-based:

[PG 2024] Gaussian in the Dark: Real-Time View Synthesis From Inconsistent Dark Images Using Gaussian Splatting

[IROS 2024] DarkGS: Learning Neural Illumination and 3D Gaussians Relighting for Robotic Exploration

[CVPR 2025] lita-gs: illumination-agnostic novel view synthesis via reference-free 3d gaussian splatting and physical priors

[Arxiv 2025] LL-Gaussian: Low-Light Scene Reconstruction and Enhancement via Gaussian Splatting for Novel View Synthesis

RAW-based:

[NIPS 2024] Lighting Every Darkness with 3DGS: Fast Training and Real-Time Rendering for HDR View Synthesis

[NIPS 2024] From Chaos to Clarity: 3DGS in the Dark

Owner

  • Name: Cui Ziteng
  • Login: cuiziteng
  • Kind: user
  • Location: cui@mi.t.u-tokyo.ac.jp
  • Company: UTokyo Ph.D student (D1)

Hi, I'm interest in computational photography, as well as vision robustness~

GitHub Events

Total
  • Issues event: 19
  • Watch event: 41
  • Issue comment event: 30
  • Push event: 115
  • Fork event: 3
  • Create event: 2
Last Year
  • Issues event: 19
  • Watch event: 41
  • Issue comment event: 30
  • Push event: 115
  • Fork event: 3
  • Create event: 2