Submitted by HUAN LEI.

Submission data

Full nameEfficient Spherical Kernel for Graph Convolution on 3D Point Clouds
DescriptionSPH3D-GCN
Publication titleSpherical Kernel for Efficient Graph Convolution on 3D Point Clouds
Publication authorsHuan Lei, Naveed Akhtar, and Ajmal Mian
Publication venueTPAMI 2020
Publication URLhttps://arxiv.org/abs/1909.09287
Input Data TypesUses Color,Uses Geometry        Uses 3D
Programming language(s)tensorflow
HardwareTitan Xp
Source code or download URLhttps://github.com/hlei-ziyan/SPH3D-GCN
Submission creation date11 Sep, 2019
Last edited14 May, 2020

3D semantic label results

Infoavg ioubathtubbedbookshelfcabinetchaircountercurtaindeskdoorfloorotherfurniturepicturerefrigeratorshower curtainsinksofatabletoiletwallwindow
permissive0.6100.8580.7720.4890.5320.7920.4040.6430.5700.5070.9350.4140.0460.5100.7020.6020.7050.5490.8590.7730.534