Mitigating Geometric Degradation in Fast DownSampling via FastAdapter for Point Cloud Segmentation

Shuofeng Sun, Haibin Yan · ICCV 2025 · 2025

DOI

Status

To read

Topics

sampling

Feeds

First paper · height sampling, P1 · ICCV 2027

What they did

Proposes FastAdapter, which restores the contextual information that fast downsampling removes from point cloud segmentation networks, using anchor-based aggregation.

My note

Restores contextual information damaged by fast downsampling using anchor-based aggregation. Particularly close to our problem.

BibTeX

@inproceedings{sun2025-fastadapter,
  title = {{Mitigating Geometric Degradation in Fast DownSampling via FastAdapter for Point Cloud Segmentation}},
  author = {Shuofeng Sun and Haibin Yan},
  booktitle = {ICCV 2025},
  year = {2025},
  doi = {10.1109/ICCV51701.2025.02410}
}