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Boundary Aware U-Net for Retinal Layers Segmentation in Optical Coherence Tomography Images 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021, 卷号: 25, 期号: 8, 页码: 0-0
Authors:  Bo,Wang;  Wei,Wei;  Shuang,Qiu;  Shengpei,Wang;  Huiguang,He
Adobe PDF(23227Kb)  |  Favorite  |  View/Download:25/1  |  Submit date:2021/06/21
Retinal layers segmentation  Boundary detection  OCT  BAU-Net  Topology guarantee loss  
CSU-Net: A Context Spatial U-Net for Accurate Blood Vessel Segmentation in Fundus Images 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021, 卷号: 25, 期号: 4, 页码: 1128-1138
Authors:  Bo,Wang;  Shengpei,Wang;  Shuang,Qiu;  Wei,Wei;  Haibao,Wang;  Huiguang,He
Adobe PDF(6892Kb)  |  Favorite  |  View/Download:9/1  |  Submit date:2021/06/21
Fundus images  blood vessel segmentation  CSU-Net  feature fusion  structure loss  
Target Detection Using Ternary Classification During a Rapid Serial Visual Presentation Task Using Magnetoencephalography Data 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2021, 卷号: 15, 页码: 13
Authors:  Zhang, Chuncheng;  Qiu, Shuang;  Wang, Shengpei;  He, Huiguang
Favorite  |  View/Download:18/0  |  Submit date:2021/04/27
RSVP  ERP  MEG  CNN  SVM  
A prototype-based SPD matrix network for domain adaptation EEG emotion recognition 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 110, 期号: 1, 页码: 12
Authors:  Wang, Yixin;  Qiu, Shuang;  Ma, Xuelin;  He, Huiguang
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EEG  Emotion recognition  Domain adaptation  SPD matrix  Riemannian manifold  Prototype learning  
GA-NET: Global Attention Network for Point Cloud Semantic Segmentation 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2021, 卷号: 28, 页码: 1300-1304
Authors:  Deng, Shuang;  Dong, Qiulei
Favorite  |  View/Download:3/0  |  Submit date:2021/08/15
Three-dimensional displays  Feature extraction  Semantics  Computational complexity  Vegetation mapping  Image segmentation  Feeds  3D point cloud  semantic segmentation  global attention  convolutional neural networks  deep learning  
Reducing Calibration Efforts in RSVP Tasks With Multi-Source Adversarial Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2020, 卷号: 28, 期号: 11, 页码: 2344-2355
Authors:  Wei, Wei;  Qiu, Shuang;  Ma, Xuelin;  Li, Dan;  Wang, Bo;  He, Huiguang
View  |  Adobe PDF(2448Kb)  |  Favorite  |  View/Download:37/5  |  Submit date:2021/01/06
Electroencephalography  Calibration  Correlation  Brain modeling  Task analysis  Feature extraction  Visualization  EEG  RSVP-based BCI  calibration reduction  multi-source domain adaptation  correlation metric learning  
A CNN -based comparing network for the detection of steady-state visual evoked potential responses 期刊论文
NEUROCOMPUTING, 2020, 卷号: 403, 页码: 452-461
Authors:  Xing, Jiezhen;  Qiu, Shuang;  Ma, Xuelin;  Wu, Chenyao;  Li, Jinpeng;  Wang, Shengpei;  He, Huiguang
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Transition and Dynamic Reconfiguration of Whole-Brain Network in Major Depressive Disorder 期刊论文
MOLECULAR NEUROBIOLOGY, 2020, 期号: 57, 页码: 4031-4044
Authors:  Wang, Shengpei;  Wen, Hongwei;  Hu, Xiaopeng;  Xie, Peng;  Qiu, Shuang;  Qian, Yinfeng;  Qiu, Jiang;  He, Huiguang
View  |  Adobe PDF(6324Kb)  |  Favorite  |  View/Download:51/14  |  Submit date:2020/08/03
Resting-state fMRI  Major depressive disorder (MDD)  Hidden Markov model (HMM)  Brain network dynamic  Transition probability  
Multisource Transfer Learning for Cross-Subject EEG Emotion Recognition 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 7, 页码: 3281-3293
Authors:  Li, Jinpeng;  Qiu, Shuang;  Shen, Yuan-Yuan;  Liu, Cheng-Lin;  He, Huiguang
Favorite  |  View/Download:58/0  |  Submit date:2020/08/03
Brain modeling  Electroencephalography  Emotion recognition  Data models  Training  Calibration  Training data  Brain-computer interface  emotion recognition  transfer learning (TL)  
A Transfer Learning Framework for RSVP-based Brain Computer Interface 会议论文
, Montreal, QC, Canada, 20-24 July 2020
Authors:  Wei Wei;  Qiu Shuang;  Ma Xuelin;  Li Dan;  Zhang Chuncheng;  He Huiguang
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