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CNN-based 3D object classification using Hough space of LiDAR point clouds Journal article
Human-centric Computing and Information Sciences, 2020,Volume: 10,Issue: 1
Authors:  Wei Song;  Lingfeng Zhang;  Yifei Tian;  Simon Fong;  Jinming Liu;  Amanda Gozho
Favorite |  | TC[WOS]:5 TC[Scopus]:4 | Submit date:2021/03/09
3d Object Classification  Lidar Point Clouds  Hough Space  Cnn  
Learning combinatorial global and local features on 3D point clouds Conference paper
Proceedings - 2018 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People and Smart City Innovations, SmartWorld/UIC/ATC/ScalCom/CBDCom/IoP/SCI 2018
Authors:  Luo,Luqing;  Tang,Lulu;  Yang,Zhi Xin
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/11
3D point cloud  Dual-channel network  Local feature  Neighboring points structure  
A 3D obstacle classification method in point clouds using K-NN Conference paper
BDIOT 2018: Proceedings of the 2018 2nd International Conference on Big Data and Internet of Things, Beijing China, 24 October, 2018- 26 October, 2018
Authors:  YifeiTian;  Wei Song;  Simon Fong;  Shuanghui Zou;  Euy Soo Lee;  Jongtae, Rhee
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/02/13
Obstacle Classification  Knn  3d Point Cloud  Feature Extraction  
Classifying 3D objects in LiDAR point clouds with a back-propagation neural network Journal article
HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES, 2018,Volume: 8
Authors:  Wei Song;  Shuanghui Zou;  Yifei Tian;  Simon Fong;  Kyungeun Cho
Favorite |  | TC[WOS]:15 TC[Scopus]:16 | Submit date:2018/10/31
3d Object Recognition  Back-propagation Neural Network  Feature Extraction  Lidar Point Cloud  
Learning Combinatorial Global and Local Features on 3D Point Clouds Conference paper
2018 IEEE SMARTWORLD, UBIQUITOUS INTELLIGENCE & COMPUTING, ADVANCED & TRUSTED COMPUTING, SCALABLE COMPUTING & COMMUNICATIONS, CLOUD & BIG DATA COMPUTING, INTERNET OF PEOPLE AND SMART CITY INNOVATION (SMARTWORLD/SCALCOM/UIC/ATC/CBDCOM/IOP/SCI), Guangzhou, China, 8-12 Oct. 2018
Authors:  Luqing Luo;  Lulu Tang;  Zhi-Xin Yang
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2019/04/02