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Generalized Learning Riemannian Space Quantization: A Case Study on Riemannian Manifold of SPD Matrices 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 1, 页码: 281-292
Authors:  Tang FZ(唐凤珍);  Fan ML(范孟灵);  Tino, Peter
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Generalized learning vector quantization (GLVQ)  learning vector quantization (LVQ)  Riemannian geodesic distances  Riemannian manifold  
基于时空特征学习卷积神经网络的运动想象脑电解码方法 期刊论文
生物医学工程学杂志, 2021, 卷号: 38, 期号: 1, 页码: 1-9
Authors:  褚亚奇;  朱波;  赵新刚;  赵忆文
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运动想象脑电  脑机接口  时空特征  卷积神经网络  信号解码  
基于卷积神经网络的跨镜多行人目标检测与跟踪方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  何淼
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行人检测  多目标跟踪  再识别  摄像机网络拓扑估计  跨镜多目标跟踪  
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
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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
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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)
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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)
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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)
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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)
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