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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  
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  
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
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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  
EEG-based Emotion Recognition via Channel-wise Attention and Self Attention Journal article
IEEE Transactions on Affective Computing, 2020
Authors:  Tao,Wei;  Li,Chang;  Song,Rencheng;  Cheng,Juan;  Liu,Yu;  Wan,Feng;  Chen,Xun
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channel-wise attention  Convolution  Data mining  Databases  Electroencephalogram (EEG)  Electroencephalography  Emotion recognition  emotion recognition  Feature extraction  self-attention  Task analysis  
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  
Automatic generation of multi-precision multi-arithmetic CNN accelerators for FPGAs Conference paper
Proceedings - 2019 International Conference on Field-Programmable Technology, ICFPT 2019
Authors:  Zhao,Yiren;  Gao,Xitong;  Guo,Xuan;  Liu,Junyi;  Wang,Erwei;  Mullins,Robert;  Cheung,Peter Y.K.;  Constantinides,George;  Xu,Cheng Zhong
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Auto-generation  CNN hardware accelerator  
A Computation Resource Friendly Convolutional Neural Network Engine for EEG-based Emotion Recognition Conference paper
2019 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, CIVEMSA 2019 - Proceedings
Authors:  Zhan,Yi;  Vai,Mang I.;  Barma,Shovan;  Pun,Sio Hang;  Li,Jia Wen;  Mak,Peng Un
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CNN  deep learning  depth-wise convolution  EEG  emotion recognition  parallel convolution neural network