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移动机器人自主增量式导航行为学习 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  胡艳明
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移动机器人导航  增量式学习  机器人学习  主动学习  潜意识学习  
水下机器人海洋声场测绘方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  孙洁
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水下机器人  平台噪声  采样优化  声场重构  导航定位  
A Kriged Compressive Sensing Approach to Reconstruct Acoustic Fields From Measurements Collected by Underwater Vehicles 期刊论文
IEEE Journal of Oceanic Engineering, 2020, 页码: 1-13
Authors:  Sun J(孙洁);  Liu SJ(刘世杰);  Zhang FM(张福民);  Song AJ(宋爱军);  Yu JC(俞建成);  Zhang AQ(张艾群)
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Acoustic field reconstruction  compressive sensing (CS)  kriging interpolation  underwater mobile platforms  
A novel methodology for series arc fault detection by temporal domain visualization and convolutional neural network 期刊论文
Sensors (Switzerland), 2020, 卷号: 20, 期号: 1, 页码: 1-13
Authors:  Yang K(杨凯);  Chu, Ruobo;  Zhang RC(张认成);  Xiao JC(肖金超);  Tu R(涂然)
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series arc fault  convolutional neural network  temporal domain visualization  gray image  
Adversarial networks for scale feature-attention spectral image reconstruction from a single RGB 期刊论文
Sensors (Switzerland), 2020, 卷号: 20, 期号: 8, 页码: 1-17
Authors:  Liu PF(刘鹏飞);  Zhao HC(赵怀慈)
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hyperspectral imaging  generative adversarial network  attention mechanism  feature pyramid  boundary supervision  
Learning Through Deterministic Assignment of Hidden Parameters 期刊论文
IEEE Transactions on Cybernetics, 2020, 卷号: 50, 期号: 5, 页码: 2321-2334
Authors:  Fang, Jian;  Lin SB(林绍波);  Xu ZB(徐宗本)
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Bright parameters  hidden parameters  learning rate  neural networks  supervised learning  
Model-Based Deep Network for Single Image Deraining 期刊论文
IEEE Access, 2020, 卷号: 8, 页码: 14036-14047
Authors:  Li PY(李鹏越);  Tian JD(田建东);  Tang YD(唐延东);  Wang GL(王国霖);  Wu CD(吴成东)
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Rain removal  nonlinear rain model  channel attention U-DenseNet  residual dense block  image restoration  
Fast Multi-View Outlier Detection via Deep Encoder 期刊论文
IEEE Transactions on Big Data, 2020, 页码: 1-11
Authors:  Hou DD(侯冬冬);  Cong Y(丛杨);  Sun G(孙干);  Dong JH(董家华);  Li, Jun;  Li, Kai
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Outlier detection  Multiple views  Large-scale dataset  Deep encoder  
基于运动模块化技术的机器人控制系统研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  刘钊铭
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机器人  运动模块化  运动描述语言  动态运动基元  工业以太网  
基于在线学习的多任务方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  孙干
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终身机器学习  多任务学习  在线学习  度量学习  迁移学习