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LiDAR iris for loop-closure detection Conference paper
IEEE International Conference on Intelligent Robots and Systems
Authors:  Wang,Ying;  Sun,Zezhou;  Xu,Cheng Zhong;  Sarma,Sanjay E.;  Yang,Jian;  Kong,Hui
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/05/31
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]:3 TC[Scopus]:2 | Submit date:2021/03/09
3d Object Classification  Lidar Point Clouds  Hough Space  Cnn  
A robust stereo camera localization method with prior LiDAR map constrains Conference paper
IEEE International Conference on Robotics and Biomimetics, ROBIO 2019
Authors:  Han,Dong;  Zou,Zuhao;  Wang,Lujia;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Global localization  Point cloud  Sensor fusion  SLAM  Stereo vision  
FC-SLAM: Federated learning enhanced distributed visual-LiDAR SLAM in cloud robotic system Conference paper
IEEE International Conference on Robotics and Biomimetics, ROBIO 2019
Authors:  Li,Zhaoran;  Wang,Lujia;  Jiang,Lingxin;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/03/09
3d hough transform algorithm for ground surface extraction from lidar point clouds Conference paper
Proceedings - 2019 IEEE International Congress on Cybermatics: 12th IEEE International Conference on Internet of Things, 15th IEEE International Conference on Green Computing and Communications, 12th IEEE International Conference on Cyber, Physical and Social Computing and 5th IEEE International Conference on Smart Data, iThings/GreenCom/CPSCom/SmartData 2019, Atlanta, GA, USA, 14-17 July 2019
Authors:  Wei Song;  LingFeng Zhang;  Yifei Tian;  Simon Fong;  Su Sun
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Lidar Point Clouds  Ground Surface Extraction  3d Hough Transform  Parallel Computing  
Enhanced ground segmentation method for Lidar point clouds in human-centric autonomous robot systems Journal article
Human-centric Computing and Information Sciences, 2019,Volume: 9,Issue: 1
Authors:  Phuong Minh Chu;  Seoungjae Cho;  Jisun Park;  Simon Fong;  Kyungeun Cho
Favorite |  | TC[WOS]:7 TC[Scopus]:4 | Submit date:2021/03/09
Human-centric  Internet Of Things  Autonomous Robot  Point Cloud  Ground Segmentation  
3D object recognition method with multiple feature extraction from LiDAR point clouds Journal article
The Journal of Supercomputing, 2019,Volume: 75,Issue: 8,Page: 4430-4442
Authors:  Yifei Tian;  Wei Song;  Su Sun;  Simon Fong;  Shuanghui Zou
Favorite |  | TC[WOS]:4 TC[Scopus]:5 | Submit date:2021/03/09
3d Object Recognition  Feature Extraction  Lidar Point Cloud  Parallel Computing  
A CPU-GPU hybrid system of environment perception and 3D terrain reconstruction for unmanned ground vehicle Journal article
Journal of Information Processing Systems, 2018,Volume: 14,Issue: 6,Page: 1445-1456
Authors:  Wei Song;  Shuanghui Zou;  Yifei Tian;  Su Sun;  Simon Fong;  Kyungeun Cho;  Lvyang Qiu
Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2019/02/13
Driving Awareness  Environment Perception  Unmanned Ground Vehicle  3d Reconstruction  
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