PairGS builds a relation graph from sparse pairwise affinities on 3D Gaussians to achieve SOTA open-vocabulary segmentation with a 50x faster variant than optimization-based methods.
Ludvig: Learning-free uplifting of 2d visual features to gaussian splatting scenes.arXiv preprint arXiv:2410.14462, 2024
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Relation-Centric Open-Vocabulary 3D Gaussian Segmentation
PairGS builds a relation graph from sparse pairwise affinities on 3D Gaussians to achieve SOTA open-vocabulary segmentation with a 50x faster variant than optimization-based methods.