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Joint discriminative feature learning for multimodal finger recognition Journal article
Pattern Recognition, 2021,Volume: 111
Authors:  Li,Shuyi;  Zhang,Bob;  Fei,Lunke;  Zhao,Shuping
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Feature fusion  Inter-modality  Joint feature learning  Multimodal biometrics  
Multi-view convolutional neural network with leader and long-tail particle swarm optimizer for enhancing heart disease and breast cancer detection Journal article
Neural Computing and Applications, 2020,Volume: 32,Issue: 19,Page: 15469-15488
Authors:  Lan,Kun;  Liu,Liansheng;  Li,Tengyue;  Chen,Yuhao;  Fong,Simon;  Marques,Joao Alexandre Lobo;  Wong,Raymond K.;  Tang,Rui
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Breast cancer  Convolutional neural network  Heart disease  Leader and long-tail  Parameter optimization  Particle swarm optimization  
Person re-identification based on multi-level feature complementarity of cross-attention with part metric learning Journal article
Multimedia Tools and Applications, 2020,Volume: 79,Issue: 29-30,Page: 21409-21439
Authors:  Lu,Zeng;  Huang,Guoheng;  Pun,Chi Man;  Cheng,Lianglun
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Cross attention  Joint training  Multi-level complementation  Part triple loss function  Person re-id  
Dual sparse learning via data augmentation for robust facial image classification Journal article
International Journal of Machine Learning and Cybernetics, 2020,Volume: 11,Issue: 8,Page: 1717-1734
Authors:  Zeng,Shaoning;  Zhang,Bob;  Zhang,Yanghao;  Gou,Jianping
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Dictionary learning  Image classification  l1 Regularization  Sparse representation  
Weakly supervised fine-grained image classification via salient region localization and different layer feature fusion Journal article
Applied Sciences (Switzerland), 2020,Volume: 10,Issue: 13
Authors:  Chen,Fangxiong;  Huang,Guoheng;  Lan,Jiaying;  Wu,Yanhui;  Pun,Chi Man;  Ling,Wing Kuen;  Cheng,Lianglun
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Attention model  Different layer feature fusion  Fine-grained image classification  
Eso-Net: A Novel 2.5D Segmentation Network with the Multi-Structure Response Filter for the Cancerous Esophagus Journal article
IEEE Access, 2020,Volume: 8,Page: 155548-155562
Authors:  Zhou,Donghao;  Huang,Guoheng;  Li,Jiajian;  Zhu,Siyu;  Wang,Zhuowei;  Ling,Bingo Wing Kuen;  Pun,Chi Man;  Cheng,Lianglun;  Cai,Xiuyu;  Zhou,Jian
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attention mechanism  deep learning  enhancement filter  Esophageal cancer  medical image segmentation  
Flexible Gait Recognition Based on Flow Regulation of Local Features between Key Frames Journal article
IEEE Access, 2020,Volume: 8,Page: 75381-75392
Authors:  Huang,Guoheng;  Lu,Zeng;  Pun,Chi Man;  Cheng,Lianglun
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attention mechanism  Gait recognition  key frame extraction  local features flow regulation  
Urban acoustic classification based on deep feature transfer learning Journal article
Journal of the Franklin Institute, 2020,Volume: 357,Issue: 1,Page: 667-686
Authors:  Shen,Yexin;  Cao,Jiuwen;  Wang,Jianzhong;  Yang,Zhixin
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Audio Replay Spoof Attack Detection by Joint Segment-Based Linear Filter Bank Feature Extraction and Attention-Enhanced DenseNet-BiLSTM Network Journal article
IEEE/ACM Transactions on Audio Speech and Language Processing, 2020,Volume: 28,Page: 1813-1825
Authors:  Huang,Lian;  Pun,Chi Man
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Attack detection  attention-enhanced  denseNet-BiLSTM network  linear filter bank feature  replay spoof  
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