Submitted by Zhidong Liang.

Submission data

Full name3D Instance Embedding Learning With a Structure-Aware Loss Function
DescriptionStructure-Aware Loss Function for Point Cloud Segmentation

@ARTICLE{9126193,
author={Z. {Liang} and M. {Yang} and H. {Li} and C. {Wang}},
journal={IEEE Robotics and Automation Letters},
title={3D Instance Embedding Learning With a Structure-Aware Loss Function for Point Cloud Segmentation},
year={2020},
volume={5},
number={3},
pages={4915-4922},}
Publication title3D Instance Embedding Learning With a Structure-Aware Loss Function for Point Cloud Segmentation
Publication authorsZhidong Liang, Ming Yang, Hao Li, Chunxiang Wang
Publication venueIEEE Robotics and Automation Letters (IROS2020)
Publication URLhttps://ieeexplore.ieee.org/document/9126193?denied=
Input Data TypesUses Color,Uses Geometry        Uses 3D
Programming language(s)python
HardwareNVIDIA 1080TI
Submission creation date8 Dec, 2018
Last edited16 Feb, 2016
Last uploaded30 Jan, 2019

3D semantic instance results



Infoavg ap 50%bathtubbedbookshelfcabinetchaircountercurtaindeskdoorotherfurniturepicturerefrigeratorshower curtainsinksofatabletoiletwindow
0.4591.0000.7370.1590.2590.5870.1380.4750.2170.4160.4080.1280.3150.7140.4110.5360.5900.8730.304