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A 3D Object Recognition Method From LiDAR Point Cloud Based on USAE-BLS Journal article
IEEE Transactions on Intelligent Transportation Systems, 2022
Authors:  Tian, Yifei;  Song, Wei;  Chen, Long;  Fong, Simon;  Sung, Yunsick;  Kwak, Jeonghoon
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
3d Object Recognition  Broad Learning System  Feature Extraction  Laser Radar  Lidar Point Cloud  Object Recognition  Point Cloud Compression  Solid Modeling  Three-dimensional Displays  Training  Unified Space Autoencoder.  
Pointwise CNN for 3D Object Classification on Point Cloud Journal article
Journal of Information Processing Systems, 2021,Volume: 17,Issue: 4,Page: 787-800
Authors:  Song, Wei;  Liu, Zishu;  Tian, Yifei;  Fong, Simon
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/12/08
3d Object Classification  Point Clouds  Pointwise Cnn  
Dgcb-net: Dynamic graph convolutional broad network for 3d object recognition in point cloud Journal article
Remote Sensing, 2021,Volume: 13,Issue: 1,Page: 1-20
Authors:  Tian,Yifei;  Chen,Long;  Song,Wei;  Sung,Yunsick;  Woo,Sangchul
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/09
3d Object Recognition  Broad Learning System  Dynamic Graph Convolution  Point Cloud Analysis  
A 3D Object Segmentation Method Using CCL Algorithm for LiDAR Point Cloud Conference paper
Lecture Notes in Electrical Engineering
Authors:  Tian, Yifei;  Song, Wei;  Liu, Jinming;  Fong, Simon James
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Random Maclaurin Feature-based Fuzzy Clustering Conference paper
2020 7th International Conference on Information, Cybernetics, and Computational Social Systems, ICCSS 2020, Guangzhou, China, 13-15 Nov. 2020
Authors:  Wang,Yingxu;  Chen,Long;  Li,Tianjun;  Tian,Yifei
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Fuzzy Clustering  Kernel-based Clustering  Polynomial Kernel  Random Maclaurin Feature  
VB-Net: Voxel-based broad learning network for 3D object classification Journal article
Applied Sciences (Switzerland), 2020,Volume: 10,Issue: 19,Page: 1-13
Authors:  Liu, Zishu;  Song, Wei;  Tian, Yifei;  Ji, Sumi;  Sung, Yunsick;  Wen, Long;  Zhang, Tao;  Song, Liangliang;  Gozho, Amanda
Favorite |  | TC[WOS]:5 TC[Scopus]:6 | Submit date:2021/12/06
3d Object Classification  Broad Learning System  Point Cloud  
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]:13 TC[Scopus]:13 | Submit date:2021/03/09
3d Object Classification  Lidar Point Clouds  Hough Space  Cnn  
A fast spatial clustering method for sparse lidar point clouds using GPU programming Journal article
Sensors (Switzerland), 2020,Volume: 20,Issue: 8
Authors:  Tian,Yifei;  Song,Wei;  Chen,Long;  Sung,Yunsick;  Kwak,Jeonghoon;  Sun,Su
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/03/09
3d Spatial Clustering  Connected Component Labeling  Gpu Programming  Lidar  
Fast planar detection system using a GPU-based 3D Hough transform for LiDAR point clouds Journal article
Applied Sciences (Switzerland), 2020,Volume: 10,Issue: 5
Authors:  Tian,Yifei;  Song,Wei;  Chen,Long;  Sung,Yunsick;  Kwak,Jeonghoon;  Sun,Su
Favorite |  | TC[WOS]:7 TC[Scopus]:7 | Submit date:2021/03/09
3d Hough Transform  Lidar Point Clouds  Parallel Computing  Plane Extraction  
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