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Decoding multiclass motor imagery EEG from the same upper limb by combining Riemannian geometry features and partial least squares regression 期刊论文
JOURNAL OF NEURAL ENGINEERING, 2020, 卷号: 17, 期号: 4, 页码: 1-18
Authors:  Chu YQ(褚亚奇);  Zhao XG(赵新刚);  Zou YJ(邹宜君);  Xu WL(徐卫良);  Song GL(宋国立);  Han JD(韩建达);  Zhao YW(赵忆文)
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motor imagery EEG  same upper limb  Riemannian geometry features  partial least squares regression  brain-machine interface  
基于运动想象的脑机接口及其应用研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  邹宜君
Adobe PDF(3261Kb)  |  Favorite  |  View/Download:79/19  |  Submit date:2019/12/12
脑机接口  脑电信号  独立成分分析  共空间模式滤波  
几何与辐射联合李群及其图像匹配应用研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  李晨曦
Adobe PDF(6089Kb)  |  Favorite  |  View/Download:64/8  |  Submit date:2019/07/14
图像匹配  目标跟踪  大气辐射传输  亮度变化  李群  
Visualization of the Image Geometric Transformation Group Based on Riemannian Manifold 期刊论文
IEEE Access, 2019, 卷号: 7, 页码: 105531-105545
Authors:  Liu TC(刘天赐);  Shi ZL(史泽林);  Liu YP(刘云鹏)
View  |  Adobe PDF(2344Kb)  |  Favorite  |  View/Download:136/26  |  Submit date:2019/09/07
Geometric transformation  visualization  motion group  Riemannian manifold  
Learning joint space–time–frequency features for EEG decoding on small labeled data 期刊论文
Neural Networks, 2019, 卷号: 114, 页码: 67-77
Authors:  Zhao DY(赵冬晔);  Tang FZ(唐凤珍);  Si BL(斯白露);  Feng XS(封锡盛)
View  |  Adobe PDF(797Kb)  |  Favorite  |  View/Download:235/58  |  Submit date:2019/04/13
Brain-computer interfaces  Convolutional neural network  Joint space–time–frequency feature learning  Subject-to-subject weight transfer  Small labeled data  
An inter-subject model to reduce the calibration time for motion imagination-based brain-computer interface 期刊论文
Medical and Biological Engineering and Computing, 2019, 卷号: 57, 期号: 4, 页码: 939-952
Authors:  Zou YJ(邹宜君);  Zhao XG(赵新刚);  Chu YQ(褚亚奇);  Zhao YW(赵忆文);  Xu WL(徐卫良);  Han JD(韩建达)
View  |  Adobe PDF(1377Kb)  |  Favorite  |  View/Download:233/62  |  Submit date:2018/12/16
Brain-computer interface (BCI)  Electroencephalogram (EEG)  Machine learning  Movement imagination  Common spatial pattern  Inter-subject model  
Supervised Dimensionality Reduction on Grassmannian for Image Set Recognition 期刊论文
NEURAL COMPUTATION, 2019, 卷号: 31, 期号: 1, 页码: 156-175
Authors:  Liu TC(刘天赐);  Shi ZL(史泽林);  Liu YP(刘云鹏)
View  |  Adobe PDF(712Kb)  |  Favorite  |  View/Download:275/54  |  Submit date:2019/01/28
基于卷积神经网络的自适应样本加权脑机接口建模 期刊论文
信息与控制, 2019, 卷号: 48, 期号: 6, 页码: 658-665
Authors:  邹宜君;  赵新刚;  徐卫良;  韩建达
Adobe PDF(1640Kb)  |  Favorite  |  View/Download:65/16  |  Submit date:2020/02/17
脑机接口  卷积神经网络  样本加权  
基于协方差流形的异常驾驶行为识别方法研究 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2018
Authors:  李此君
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异常驾驶行为识别  图像处理  协方差描述子  黎曼流形  多类LogitBoost分类器  
Efficient and Robust Direct Image Registration Based on Joint Geometric and Photometric Lie Algebra 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 12, 页码: 6010-6024
Authors:  Li CX(李晨曦);  Shi ZL(史泽林);  Liu YP(刘云鹏);  Liu TC(刘天赐);  Xu LY(许凌云)
View  |  Adobe PDF(5787Kb)  |  Favorite  |  View/Download:303/52  |  Submit date:2018/09/04
Image Registration  Photometric Variations  Photometric Transformation  Lie Group  Lie Algebra