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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
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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  
高维数据可视化技术研究与实现 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:  魏世超
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高维数据  混合属性数据  降维可视化  可视化推荐  工业应用  
基于在线低秩表达的视频恢复算法研究 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  高振远
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在线鲁棒主成分分析  低秩稀疏分解  视频恢复  非局部先验  稀疏噪声  
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:26/5  |  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  
Empirical Mode Decomposition and Temporal Convolutional Networks for Remaining Useful Life Estimation 期刊论文
INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2020, 卷号: 48, 期号: 1, 页码: 61-79
Authors:  Yang, Wensi;  Yao QF(么庆丰);  Ye KJ(叶可江);  Xu CZ(须成忠)
Adobe PDF(2861Kb)  |  Favorite  |  View/Download:95/25  |  Submit date:2019/11/30
Convolutional neural networks  Empirical mode decomposition  Remaining useful life  Reliability  
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, Guiping;  Wang, Peiyao;  Wang, Yuning;  Wu, Chengdong
Adobe PDF(3716Kb)  |  Favorite  |  View/Download:9/2  |  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  
What Can Be Transferred: Unsupervised Domain Adaptation for Endoscopic Lesions Segmentation 会议论文
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA, USA, June 13-19, 2020
Authors:  Dong JH(董家华);  Cong Y(丛杨);  Sun G(孙干);  Zhong BN(钟必能);  Xu XW(徐晓伟)
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One-dimensional multi-scale domain adaptive network for bearing-fault diagnosis under varying working conditions 期刊论文
Sensors (Switzerland), 2020, 卷号: 20, 期号: 21, 页码: 1-17
Authors:  Wang K(王锴);  Zhao W(赵威);  Xu AD(徐皑冬);  Zeng P(曾鹏);  Yang SK(杨顺昆)
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domain adaptation  fault diagnosis  convolutional neural network  multi-scale features  distribution discrepancy  
基于模仿学习和强化学习的机器人技能自动获取方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  张会文
Adobe PDF(26465Kb)  |  Favorite  |  View/Download:228/42  |  Submit date:2019/12/12
技能学习  模仿学习  强化学习  逆强化学习  策略优化  
Scan registration for underwater mechanical scanning imaging sonar using symmetrical Kullback-Leibler divergence 期刊论文
JOURNAL OF ELECTRONIC IMAGING, 2019, 卷号: 28, 期号: 1, 页码: 1-11
Authors:  Jiang M(蒋敏);  Song SM(宋三明);  Li YP(李一平);  Tang FZ(唐凤珍);  Liu J(刘健);  Feng XS(封锡盛)
Adobe PDF(1002Kb)  |  Favorite  |  View/Download:248/52  |  Submit date:2019/03/30
underwater robots  mechanical scanning imaging sonar  scan registration  symmetrical Kullback-Leibler divergence