Search Results for author: Hugo Raguet

Found 2 papers, 2 papers with code

Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering

1 code implementation12 Jan 2024 Damien Robert, Hugo Raguet, Loic Landrieu

We introduce a highly efficient method for panoptic segmentation of large 3D point clouds by redefining this task as a scalable graph clustering problem.

3D Semantic Segmentation Graph Clustering +2

Efficient 3D Semantic Segmentation with Superpoint Transformer

1 code implementation ICCV 2023 Damien Robert, Hugo Raguet, Loic Landrieu

We introduce a novel superpoint-based transformer architecture for efficient semantic segmentation of large-scale 3D scenes.

 Ranked #1 on 3D Semantic Segmentation on S3DIS (mIoU (6-Fold) metric)

3D Semantic Segmentation

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