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黎曼流形在图像分类识别中的应用研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  刘天赐
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黎曼流形  深度学习  几何优化  图像分类与识别  
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:29/5  |  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:61/10  |  Submit date:2019/09/07
Geometric transformation  visualization  motion group  Riemannian manifold  
Visualization of the Image Set Recognition Based on Grassmann Manifold 期刊论文
BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2019, 卷号: 124, 期号: S3, 页码: 229-230
Authors:  Liu TC(刘天赐);  Shi ZL(史泽林);  Liu YP(刘云鹏);  Zhang ZY(张钟毓)
View  |  Adobe PDF(276Kb)  |  Favorite  |  View/Download:159/23  |  Submit date:2019/05/01
Pedestrian Flow Tracking and Statistics of Monocular Camera Based on Convolutional Neural Network and Kalman Filter 期刊论文
APPLIED SCIENCES-BASEL, 2019, 卷号: 9, 期号: 8, 页码: 1-13
Authors:  He M(何淼);  Luo HB(罗海波);  Hui B(惠斌);  Chang Z(常铮)
View  |  Adobe PDF(27079Kb)  |  Favorite  |  View/Download:98/13  |  Submit date:2019/06/29
pedestrian flow statistics  neural network  Kalman filter  multi-object tracking  data association  
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)
View  |  Adobe PDF(1377Kb)  |  Favorite  |  View/Download:161/33  |  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)
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Motor Skills Learning and Generalization with Adapted Curvilinear Gaussian Mixture Model 期刊论文
Journal of Intelligent and Robotic Systems: Theory and Applications, 2019, 卷号: 96, 期号: 3-4, 页码: 457-475
Authors:  Zhang HW(张会文);  Leng YQ(冷雨泉)
Adobe PDF(3525Kb)  |  Favorite  |  View/Download:131/18  |  Submit date:2019/03/30
Skill learning  Cross entropy  Curvilinear Gaussian model  Imitation learning  
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:258/41  |  Submit date:2018/09/04
Image Registration  Photometric Variations  Photometric Transformation  Lie Group  Lie Algebra