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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]:0 TC[Scopus]:1 | Submit date:2021/03/09
3D object recognition  Broad learning system  Dynamic graph convolution  Point cloud analysis  
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:  Song,Wei;  Zhang,Lingfeng;  Tian,Yifei;  Fong,Simon;  Liu,Jinming;  Gozho,Amanda
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/03/09
3D object classification  CNN  Hough space  LiDAR point clouds  
Random Maclaurin Feature-based Fuzzy Clustering Conference paper
2020 7th International Conference on Information, Cybernetics, and Computational Social Systems, ICCSS 2020
Authors:  Wang,Yingxu;  Chen,Long;  Li,Tianjun;  Tian,Yifei
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
fuzzy clustering  kernel-based clustering  polynomial kernel  random Maclaurin feature  
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]:1 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]:3 TC[Scopus]:3 | Submit date:2021/03/09
3D Hough transform  LiDAR point clouds  Parallel computing  Plane extraction  
3D object recognition method with multiple feature extraction from LiDAR point clouds Journal article
Journal of Supercomputing, 2019,Volume: 75,Issue: 8,Page: 4430-4442
Authors:  Tian,Yifei;  Song,Wei;  Sun,Su;  Fong,Simon;  Zou,Shuanghui
Favorite |  | TC[WOS]:3 TC[Scopus]:5 | Submit date:2021/03/09
3D object recognition  Feature extraction  LiDAR point cloud  Parallel computing  
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
Authors:  Song,Wei;  Zhang,Lingfeng;  Tian,Yifei;  Fong,Simon;  Sun,Su
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
3D Hough transform  ground surface extraction  LiDAR point clouds  Parallel computing  
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:  Song, Wei;  Zou, Shuanghui;  Tian, Yifei;  Fong, Simon;  Cho, Kyungeun
Favorite |  | TC[WOS]:15 TC[Scopus]:16 | Submit date:2018/10/31
3D object recognition  Back-propagation neural network  Feature extraction  LiDAR point cloud  
Predicting unusual energy consumption events from smart home sensor network by data stream mining with misclassified recall Journal article
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2018,Volume: 9,Issue: 4,Page: 1197-1221
Authors:  Fong, Simon;  Li, Jiaxue;  Song, Wei;  Tian, Yifei;  Wong, Raymond K.;  Dey, Nilanjan
Favorite |  | TC[WOS]:16 TC[Scopus]:32 | Submit date:2018/10/30
IoT smart home  Energy prediction  Data stream mining  Classification  
A 3D localisation method in indoor environments for virtual reality applications Journal article
HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES, 2017,Volume: 7
Authors:  Song, Wei;  Liu, Liying;  Tian, Yifei;  Sun, Guodong;  Fong, Simon;  Cho, Kyungeun
Favorite |  | TC[WOS]:16 TC[Scopus]:18 | Submit date:2018/10/30
Kinect  LiDAR  Hough transform  Connected-component-labelling  Virtual reality