SLGaussian

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[ACMMM 2025] SLGaussian: Fast Language Gaussian Splatting in Sparse Views

SLGaussian 최신버젼 다운로드

최종 버전 다운로드 (.zip)

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<h1 align="center">SLGaussian: Fast Language Gaussian Splatting in Sparse Views</h1>
<p align="center">

<p align="center">
  <a href="https://github.com/chenkangjie1123">Kangjie Chen*</a>, 
  <a href="https://github.com/DaiBingquan">Bingquan Dai*</a>,
  <a href="https://scholar.google.com/citations?&user=ngEXyLkAAAAJ">Minghan Qin</a>, 
  <a href="https://github.com/EastbeanZhang">Dongbin Zhang</a>, 
  <a href="https://scholar.google.com/citations?hl=en&user=LYX4AOEAAAAJ">Peihao Li</a>, 
  <a href="https://scholar.google.com/citations?user=3SIkncUAAAAJ">Yingshuang Zou</a>,
  <a href="https://www.sigs.tsinghua.edu.cn/whq_en/main.htm">Haoqian Wang†</a>
  <br>(* indicates equal contribution, † means corresponding author)<br>
</p>

<p align="center">
  <a href="https://chenkangjie1123.github.io/SLGaussian.github.io/">Webpage</a> | 
  <a href="https://arxiv.org/abs/2412.08331">Full Paper</a> | 
  <a href="https://www.youtube.com/watch?v=iIWhK9_2kgA">Video</a>
</p>

![image](https://github.com/user-attachments/assets/1b8f5775-dacb-4241-8c5c-c4ce6a2aed23)
With just two RGB views, our method infers 3D semantic fields in under 30 seconds without per-scene optimization. On LERF and 3D-OVS datasets (image resolution 416 × 576), query time is 0.011 seconds/query, outperforming existing methods in both speed and IoU metrics.

```
@article{chen2024slgaussian,
  title={Slgaussian: Fast language gaussian splatting in sparse views},
  author={Chen, Kangjie and Dai, BingQuan and Qin, Minghan and Zhang, Dongbin and Li, Peihao and Zou, Yingshuang and Wang, Haoqian},
  journal={arXiv preprint arXiv:2412.08331},
  year={2024}
}
```

SLGaussian

SLGaussian 최신버젼 다운로드

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