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Local discriminant coding based convolutional feature representation for multimodal finger recognition Journal article
Information Sciences, 2021,Volume: 547,Page: 1170-1181
Authors:  Li,Shuyi;  Zhang,Bob;  Zhao,Shuping;  Yang,Jinfeng
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Convolutional neural network  Local coding  Multimodal finger recognition  
Hyperspectral Image Super-Resolution via Deep Progressive Zero-Centric Residual Learning Journal article
IEEE Transactions on Image Processing, 2021,Volume: 30,Page: 1423-1438
Authors:  Zhu,Zhiyu;  Hou,Junhui;  Chen,Jie;  Zeng,Huanqiang;  Zhou,Jiantao
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cross-modality  deep learning  Hyperspectral imagery  image fusion  super-resolution  zero-mean normalization  
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
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3D object recognition  Broad learning system  Dynamic graph convolution  Point cloud analysis  
ST-MGAT: Spatial-Temporal Multi-Head Graph Attention Networks for Traffic Forecasting Conference paper
Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI
Authors:  Tian,Kelang;  Guo,Jingjie;  Ye,Kejiang;  Xu,Cheng Zhong
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Graph Convolutional Networks  Spatial-Temporal Model  Traffic Forecasting  
Efficient Outdoor Video Semantic Segmentation Using Feedback-Based Fully Convolution Neural Network Journal article
IEEE Transactions on Industrial Informatics, 2020,Volume: 16,Issue: 8,Page: 5128-5136
Authors:  Wong,Chi Chong;  Gan,Yanfen;  Vong,Chi Man
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Feedback network  fully convolution  image segmentation  
Multi-STGCnet: A Graph Convolution Based Spatial-Temporal Framework for Subway Passenger Flow Forecasting Conference paper
Proceedings of the International Joint Conference on Neural Networks
Authors:  Ye,Jiexia;  Zhao,Juanjuan;  Ye,Kejiang;  Xu,Chengzhong
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GCN  LSTM  Passenger flow forecasting  Spatial-Temporal Forecasting  
Spatiotemporal data fusion in graph convolutional networks for traffic prediction Journal article
IEEE Access, 2020,Volume: 8,Page: 76632-76641
Authors:  Zhao, Baoxin;  Gao, Xitong;  Liu, Jianqi;  Zhao, Juanjuan;  Xu, Chengzhong
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Data Fusion  Graph Convolutional Networks  Multi-source Data  Traffic Prediction  
Hyperspectral Image Super-resolution via Deep Progressive Zero-centric Residual Learning Journal article
IEEE Transactions on Image Processing, 2020
Authors:  Zhu,Zhiyu;  Hou,Junhui;  Chen,Jie;  Zeng,Huanqiang;  Zhou,Jiantao
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/11
cross-modality  deep learning  Hyperspectral imagery  Hyperspectral imaging  image fusion  Image reconstruction  Optimization  Principal component analysis  Residual neural networks  Spatial resolution  super-resolution  Tensors  zero-mean normalization  
RIFLE: Backpropagation in depth for deep transfer learning through re-initializing the fully-connected layer Conference paper
37th International Conference on Machine Learning, ICML 2020
Authors:  Li,Xingjian;  Xiong,Haoyi;  An,Haozhe;  Xu,Chengzhong;  Dou,Dejing
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How to Build a Graph-Based Deep Learning Architecture in Traffic Domain: A Survey Journal article
IEEE Transactions on Intelligent Transportation Systems, 2020
Authors:  Ye,Jiexia;  Zhao,Juanjuan;  Ye,Kejiang;  Xu,Chengzhong
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Accidents  Computer architecture  deep learning  Deep learning  GCN  GNNs  graph  graph convolution network  Graph neural networks  ITS.  Public transportation  Roads  Task analysis  traffic domain  traffic forecasting  Urban areas