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Click-Gaussian: Fast 3D Segmentation by lucastao637 is a document available to read on EtoBox.

What is Click-Gaussian: Fast 3D Segmentation about?

The document presents Click-Gaussian, a novel method for interactive segmentation of 3D Gaussians that enhances real-time manipulation of 3D scenes by utilizing two-level granularity feature fields derived from 2D segmentation masks. It introduces Global Feature-guided Learning (GFL) to address inconsistencies in 2D masks across views, significantly improving segmentation accuracy and processing speed. The method operates at 10 ms per click, making it 15 to 130 times faster than previous techniques while ma

Author

lucastao637

Language

EN