Superpoint-guided Semi-supervised Semantic Segmentation of 3D Point Clouds

Author:

Deng Shuang1,Dong Qiulei1,Liu Bo1,Hu Zhanyi1

Affiliation:

1. National Laboratory of Pattern Recognition,Institute of Automation, Chinese Academy of Sciences,Beijing,China,100190

Funder

National Natural Science Foundation of China

Publisher

IEEE

Reference37 articles.

1. Pseudo-label: The simple and efficient semi-supervised learning method for deep neural networks;lee;Proceedings of the International Conference on Machine Learning Workshop (ICMLW),0

2. Rectifier nonlinearities improve neural network acoustic models;maas;Proceedings of the International Conference on Machine Learning (ICML),0

3. U-net: Convolutional networks for biomedical image segmentation;ronneberger;International Con-ference on Medical Image Computing and Computer-Assisted Inter-vention (MMICCAI),0

4. Seeded region growing

Cited by 7 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. One Class One Click: Quasi scene-level weakly supervised point cloud semantic segmentation with active learning;ISPRS Journal of Photogrammetry and Remote Sensing;2023-10

2. Open-set Semantic Segmentation for Point Clouds via Adversarial Prototype Framework;2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR);2023-06

3. DDS3D: Dense Pseudo-Labels with Dynamic Threshold for Semi-Supervised 3D Object Detection;2023 IEEE International Conference on Robotics and Automation (ICRA);2023-05-29

4. From Semi-supervised to Omni-supervised Room Layout Estimation Using Point Clouds;2023 IEEE International Conference on Robotics and Automation (ICRA);2023-05-29

5. A multi-granularity semisupervised active learning for point cloud semantic segmentation;Neural Computing and Applications;2023-04-17

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3