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Multiple Random Feature Superpixel-Based Fuzzy Clustering for Image Segmentation Conference paper
Zhang, Chuanbin, Chen, Long, Tian, Yifei, Shi, Zhaoyin, Wang, Yingxu. Multiple Random Feature Superpixel-Based Fuzzy Clustering for Image Segmentation[C]:Institute of Electrical and Electronics Engineers Inc., 2023, 85-90.
Authors:  Zhang, Chuanbin;  Chen, Long;  Tian, Yifei;  Shi, Zhaoyin;  Wang, Yingxu
Favorite | TC[Scopus]:0 | Submit date：2024/02/22
Fuzzy Clustering  Image Segmentation  Random Feature Map  Super-pixel  
A 3D Object Recognition Method From LiDAR Point Cloud Based on USAE-BLS Journal article
Yifei Tian, Wei Song, Long Chen, Simon Fong, Yunsick Sung, Jeonghoon Kwak. A 3D Object Recognition Method From LiDAR Point Cloud Based on USAE-BLS[J]. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(9), 15267-15277.
Authors:  Yifei Tian;  Wei Song;  Long Chen;  Simon Fong;  Yunsick Sung; et al.
Favorite | TC[WOS]:6 TC[Scopus]:5  IF:7.9/8.3 | Submit date：2022/05/17
3d Object Recognition  Broad Learning System  Feature Extraction  Unified Space Autoencoder.  Lidar Point Cloud  
Channel Separate Broad Learning System for Point Cloud Segmentation Conference paper
Yifei Tian, Long Chen, Yingxu Wang, Chuanbin Zhang, Zhaoyin Shi. Channel Separate Broad Learning System for Point Cloud Segmentation[C], 2022, 779-784.
Authors:  Yifei Tian;  Long Chen;  Yingxu Wang;  Chuanbin Zhang;  Zhaoyin Shi
Favorite | TC[Scopus]:0 | Submit date：2023/03/06
Broad Learning System  Part Segmentation  Point Cloud Analysis  Semantic Segmentation.  
Pointwise CNN for 3D Object Classification on Point Cloud Journal article
Song, Wei, Liu, Zishu, Tian, Yifei, Fong, Simon. Pointwise CNN for 3D Object Classification on Point Cloud[J]. JOURNAL OF INFORMATION PROCESSING SYSTEMS, 2021, 17(4), 787-800.
Authors:  Song, Wei;  Liu, Zishu;  Tian, Yifei;  Fong, Simon
Favorite | TC[WOS]:6 TC[Scopus]:7  IF:0.8/1.1 | Submit date：2021/12/08
3d Object Classification  Point Clouds  Pointwise Cnn  
A 3D Object Segmentation Method Using CCL Algorithm for LiDAR Point Cloud Conference paper
Tian, Yifei, Song, Wei, Liu, Jinming, Fong, Simon James. A 3D Object Segmentation Method Using CCL Algorithm for LiDAR Point Cloud[C], 2021, 371-377.
Authors:  Tian, Yifei;  Song, Wei;  Liu, Jinming;  Fong, Simon James
Favorite | TC[Scopus]:0 | Submit date：2022/05/13
Dgcb-net: Dynamic graph convolutional broad network for 3d object recognition in point cloud Journal article
Tian,Yifei, Chen,Long, Song,Wei, Sung,Yunsick, Woo,Sangchul. Dgcb-net: Dynamic graph convolutional broad network for 3d object recognition in point cloud[J]. Remote Sensing, 2021, 13(1), 1-20.
Authors:  Tian,Yifei;  Chen,Long;  Song,Wei;  Sung,Yunsick;  Woo,Sangchul
Favorite | TC[WOS]:9 TC[Scopus]:10  IF:4.2/4.9 | Submit date：2021/03/09
3d Object Recognition  Broad Learning System  Dynamic Graph Convolution  Point Cloud Analysis  
Random Maclaurin Feature-based Fuzzy Clustering Conference paper
Wang,Yingxu, Chen,Long, Li,Tianjun, Tian,Yifei. Random Maclaurin Feature-based Fuzzy Clustering[C], 2020, 417-422.
Authors:  Wang,Yingxu;  Chen,Long;  Li,Tianjun;  Tian,Yifei
Favorite | TC[Scopus]:0 | Submit date：2021/03/09
Fuzzy Clustering  Kernel-based Clustering  Polynomial Kernel  Random Maclaurin Feature  
VB-Net: Voxel-based broad learning network for 3D object classification Journal article
Liu, Zishu, Song, Wei, Tian, Yifei, Ji, Sumi, Sung, Yunsick, Wen, Long, Zhang, Tao, Song, Liangliang, Gozho, Amanda. VB-Net: Voxel-based broad learning network for 3D object classification[J]. Applied Sciences (Switzerland), 2020, 10(19), 6735.
Authors:  Liu, Zishu;  Song, Wei;  Tian, Yifei;  Ji, Sumi;  Sung, Yunsick; et al.
Favorite | TC[WOS]:17 TC[Scopus]:22  IF:2.5/2.7 | 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
Wei Song, Lingfeng Zhang, Yifei Tian, Simon Fong, Jinming Liu, Amanda Gozho. CNN-based 3D object classification using Hough space of LiDAR point clouds[J]. Human-centric Computing and Information Sciences, 2020, 10(1), 19.
Authors:  Wei Song;  Lingfeng Zhang;  Yifei Tian;  Simon Fong;  Jinming Liu; et al.
Favorite | TC[WOS]:35 TC[Scopus]:43  IF:3.9/4.9 | 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
Tian,Yifei, Song,Wei, Chen,Long, Sung,Yunsick, Kwak,Jeonghoon, Sun,Su. A fast spatial clustering method for sparse lidar point clouds using GPU programming[J]. Sensors (Switzerland), 2020, 20(8), 2309.
Authors:  Tian,Yifei;  Song,Wei;  Chen,Long;  Sung,Yunsick;  Kwak,Jeonghoon; et al.
Favorite | TC[WOS]:7 TC[Scopus]:8  IF:3.4/3.7 | Submit date：2021/03/09
3d Spatial Clustering  Connected Component Labeling  Gpu Programming  Lidar