SLGaussian: Fast Language Gaussian Splatting in Sparse Views

Kangjie Chen*, Bingquan Dai*, Minghan Qin, Dongbin Zhang, Peihao Li, Yingshuang Zou, Haoqian Wang†
(* indicates equal contribution, † means corresponding author)

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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}
}