Serialization Based Point Cloud Oversegmentation

Chenghui Lu, Jianlong Kwan, Dilong Li, Ziyi Chen, Haiyan Guan · ICCV 2025 · 2025

DOI

Status

To read

Topics

backbones

Feeds

P1 · ICCV 2027

What they did

Builds point cloud oversegmentation (superpoints) from serialized point orderings, using sequence locality to avoid many expensive spatial neighbour queries.

My note

Uses sequence locality to reduce expensive spatial queries during superpoint construction.

BibTeX

@inproceedings{lu2025-serial-overseg,
  title = {{Serialization Based Point Cloud Oversegmentation}},
  author = {Chenghui Lu and Jianlong Kwan and Dilong Li and Ziyi Chen and Haiyan Guan},
  booktitle = {ICCV 2025},
  year = {2025},
  doi = {10.1109/ICCV51701.2025.02396}
}