Deep point embedding for urban classification using ALS point clouds: A new perspective from local to global-Reference-Cited by-同舟云学术

Deep point embedding for urban classification using ALS point clouds: A new perspective from local to global

Published:2020-05 Issue: Volume:163 Page:62-81
ISSN:0924-2716
Container-title:ISPRS Journal of Photogrammetry and Remote Sensing
language:en
Short-container-title:ISPRS Journal of Photogrammetry and Remote Sensing

Author:

Huang Rong^ORCID,Xu Yusheng^ORCID,Hong Danfeng,Yao Wei^ORCID,Ghamisi Pedram,Stilla Uwe^ORCID

Funder

China Scholarship Council

Publisher

Elsevier BV

Subject

Computers in Earth Sciences,Computer Science Applications,Engineering (miscellaneous),Atomic and Molecular Physics, and Optics

Reference93 articles.

1. Structural monitoring of a large dam by terrestrial laser scanning;Alba;Int. Arch. Photogram. Remote Sens. Spatial Inform. Sci.,2006

2. 3d semantic parsing of large-scale indoor spaces;Armeni,2016

3. Exploiting manifold geometry in hyperspectral imagery;Bachmann;IEEE Trans. Geosci. Remote Sens.,2005

4. Laplacian eigenmaps for dimensionality reduction and data representation;Belkin;Neural Comput.,2003

5. Classification and segmentation of terrestrial laser scanner point clouds using local variance information;Belton;Int. Arch. Photogram. Remote Sens. Spatial Inform. Sci.,2006

Cited by 54 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. From roofs to renewables: Deep learning and geographic information systems insights into a comprehensive urban solar photovoltaic assessment for Stonehaven;Energy 360;2024-09

2. A Building Point Cloud Extraction Algorithm in Complex Scenes;Remote Sensing;2024-05-28

3. PointMM: Point Cloud Semantic Segmentation CNN under Multi-Spatial Feature Encoding and Multi-Head Attention Pooling;Remote Sensing;2024-03-31

4. HAVANA: Hard Negative Sample-Aware Self-Supervised Contrastive Learning for Airborne Laser Scanning Point Cloud Semantic Segmentation;Remote Sensing;2024-01-26

5. A Dual Attention KPConv Network Combined With Attention Gates for Semantic Segmentation of ALS Point Clouds;IEEE Transactions on Geoscience and Remote Sensing;2024