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Particle filtering based remaining useful life prediction for electromagnetic coil insulation 期刊论文
Sensors (Switzerland), 2021, 卷号: 21, 期号: 2, 页码: 1-14
Authors:  Guo HF(郭海丰);  Xu AD(徐皑冬);  Wang K(王锴);  Sun Y(孙越);  Han XJ(韩晓佳);  Hong, Seung Ho;  Yu, Mengmeng
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insulation degradation  insulation failure  inter-turn short  resonant frequency  PF  prognostics  
Research on Rotating Machinery Fault Diagnosis Method Based on Energy Spectrum Matrix and Adaptive Convolutional Neural Network 期刊论文
PROCESSES, 2021, 卷号: 9, 期号: 1, 页码: 1-25
Authors:  Liu YY(刘意杨);  Yang YS(杨友胜);  Feng, Tieying;  Sun Y(孙懿);  Zhang, Xuejian
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hierarchical fault diagnosis  energy spectrum matrix  dynamic adjustment of the learning rate  convolutional neural network  rotating machinery  
ISTDet: An efficient end-to-end neural network for infrared small target detection 期刊论文
Infrared Physics and Technology, 2021, 卷号: 114, 页码: 1-8
Authors:  Ju MR(鞠默然);  Luo JN(罗江宁);  Liu GQ(刘广琦);  Luo HB(罗海波)
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Convolutional neural network  Small target detection  End-to-end  Infrared image  
Deep Learning for EMG-based Human-Machine Interaction: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 512-533
Authors:  Xiong DZ(熊德臻);  Zhang DH(张道辉);  Zhao XG(赵新刚);  Zhao YW(赵忆文)
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Accuracy  deep learning  electromyography (EMG)  human-machine interaction (HMI)  robustness  
Multi-Scale Context-Guided Deep Network for Automated Lesion Segmentation with Endoscopy Images of Gastrointestinal Tract 期刊论文
IEEE Journal of Biomedical and Health Informatics, 2021, 卷号: 25, 期号: 2, 页码: 514-525
Authors:  Wang S(王帅);  Cong Y(丛杨);  Zhu, Hancan;  Chen, Xianyi;  Qu LQ(屈靓琼);  Fan HJ(范慧杰);  Zhang, Qiang;  Liu, Mingxia
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Multi-scale Context  fully convolutional network  lesion segmentation  endoscopy image  gastrointestinal tract  
光学与超声图像复原方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  刘鹏飞
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图像去模糊  高光谱重建  卷积神经网络  特征金字塔  特征迁移  
工控系统态势理解算法研究 学位论文
专业学位硕士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  敖建松
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工业控制系统  态势感知  去噪自编码器  MSET  聚类算法  
基于数据驱动的自主式水下潜水器故障检测方法研究与应用 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  杨宗圣
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自主式水下潜水器  故障检测  主元分析  注意力机制  大数据  
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  
基于移动终端的捷联成像末制导技术研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  徐峥
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目标跟踪  深度学习  轮廓检测  制导解算  移动终端