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面向机械臂控制的强化学习方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  胡亚洲
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机器人控制  强化学习  值函数近似  优势函数  自由能原理  
面向复杂任务的目标跟踪技术 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  陈法领
Adobe PDF(6052Kb)  |  Favorite  |  View/Download:162/29  |  Submit date:2020/12/18
计算机视觉  目标跟踪  时空上下文  相关滤波  卷积神经网络  
基于前视声纳的水下环境地图构建方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  蒋敏
Adobe PDF(20774Kb)  |  Favorite  |  View/Download:288/43  |  Submit date:2020/06/27
水下机器人  前视声纳  声纳图像配准  声学闭环检测  声光双目  
基于图像转换和随机向量的红外图像生成方法研究 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  陈佛计
Adobe PDF(3533Kb)  |  Favorite  |  View/Download:151/21  |  Submit date:2020/06/27
生成对抗网络  红外图像生成  图像转换  生成图像评估  生成模型  
Image Clustering Based on Multi-Scale Deep Maximize Mutual Information and Self-Training Algorithm 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 160285-160296
Authors:  Yu SQ(余思泉);  Shen GP(沈贵萍);  Wang PY(王佩瑶);  Wang YN(王宇宁);  Wu CD(吴成东)
Adobe PDF(3716Kb)  |  Favorite  |  View/Download:76/4  |  Submit date:2020/10/06
Clustering algorithms  Mutual information  Image representation  Neural networks  Clustering methods  Feature extraction  Task analysis  Representation learning  image clustering  mutual information maximization  self-training algorithm  
Denoising of Uncertain Type Noise Images by Spatial Feature Classification in Nonsubsampled Shearlet Transform 期刊论文
IEEE Access, 2020, 卷号: 8, 页码: 5009-5021
Authors:  Lyu, Zhiyu;  Han, Min;  Li DC(李德才)
Adobe PDF(9131Kb)  |  Favorite  |  View/Download:103/16  |  Submit date:2020/02/17
Uncertain type noise image  denoising  nonsubsampled shearlet transform (NSST)  spatial feature  justi able granularity  
Unscented Kalman-filter-based sliding mode control for an underwater gliding snake-like robot 期刊论文
Science China Information Sciences, 2020, 卷号: 63, 期号: 1, 页码: 1-13
Authors:  Tang JG(唐敬阁);  Li B(李斌);  Chang J(常健);  Zhang AQ(张艾群)
Adobe PDF(1927Kb)  |  Favorite  |  View/Download:204/38  |  Submit date:2020/01/11
underwater gliding snake-like robot  sliding mode control, reaching law  nonlinear observer  unscented Kalman filter  robustness  
Multilinear Multitask Learning by Rank-Product Regularization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 4, 页码: 1336-1350
Authors:  Zhao Q(赵谦);  Rui, Xiangyu;  Han Z(韩志);  Meng DY(孟德宇)
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Multilinear  multitask learning (MTL)  rank product  tensor sparsity  
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)
Adobe PDF(1662Kb)  |  Favorite  |  View/Download:185/21  |  Submit date:2020/09/12
motor imagery EEG  same upper limb  Riemannian geometry features  partial least squares regression  brain-machine interface  
The exact extreme response and the confidence extreme response analysis of structures subjected to uncertain-but-bounded excitations 期刊论文
Applied Mathematical Modelling, 2020, 卷号: 77, 页码: 1742-1761
Authors:  Li Q(李琦);  Han JD(韩建达);  Yang JT(杨君坦);  Guo X(郭旭 )
Adobe PDF(3151Kb)  |  Favorite  |  View/Download:287/31  |  Submit date:2019/11/23
Uncertainties  Interva  l Euclidean norm  Global optimality  Confidence  DCA