Submitted by Peng-Shuai Wang.

Submission data

Full nameOctFormer: Octree-based Transformers for 3D Point Clouds
Publication titleOctFormer: Octree-based Transformers for 3D Point Clouds
Publication authorsPeng-Shuai Wang
Publication venueSIGGRAPH 2023
Publication URLhttps://wang-ps.github.io/octformer
Input Data TypesUses Color,Uses Geometry        Uses 3D
Programming language(s)python
HardwareNVIDIA 3090
Websitehttps://arxiv.org/abs/2305.03045
Source code or download URLhttps://wang-ps.github.io/octformer
Submission creation date6 Jan, 2023
Last edited5 May, 2023

3D semantic label results

Infoavg ioubathtubbedbookshelfcabinetchaircountercurtaindeskdoorfloorotherfurniturepicturerefrigeratorshower curtainsinksofatabletoiletwallwindow
permissive0.7660.9250.8080.8490.7860.8460.5660.8760.6900.6740.9600.5760.2260.7530.9040.7770.8150.7220.9230.8770.776