Serialization Based Point Cloud Oversegmentation

Chenghui Lu; Jianlong Kwan; Dilong Li; Ziyi Chen; Haiyan Guan

doi:10.1109/iccv51701.2025.02396

ICCV2025Top-tier venue

Serialization Based Point Cloud Oversegmentation

Chenghui Lu, Jianlong Kwan, Dilong Li, Ziyi Chen, Haiyan Guan

DOI Publisher

2025Year

2Citations

Abstract

Superpoints Reallocation Figure 1. Our method efficiently generates superpoints from serialized point clouds by optimizing boundaries through reallocating points from each segment to the most appropriate surrounding segments (shown in green and red).