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基于Tensor Train低秩张量分解的理论算法研究 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  张杨
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TT分解  图像去噪  张量补全  逐点加权  张量鲁棒主成分分析  
基于序列认知的工艺数据异常检测方法研究 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  石贺
Adobe PDF(1941Kb)  |  Favorite  |  View/Download:15/0  |  Submit date:2019/07/14
工业控制系统  异常检测系统  集成机器学习模型  自编码神经网络  长短期记忆神经网络  
分焦平面偏振成像关键技术研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  张俊超
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分焦平面  偏振成像  图像插值  图像去噪  非均匀性校正  
基于三维点云的目标识别与定位方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  鲁荣荣
Adobe PDF(6810Kb)  |  Favorite  |  View/Download:70/18  |  Submit date:2019/07/14
目标识别  点云分割  点对特征  三维局部特征  几何约束  
Unified Low-Rank Matrix Estimate via Penalized Matrix Least Squares Approximation 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2019, 卷号: 30, 期号: 2, 页码: 474-485
Authors:  Chang, Xiangyu;  Zhong, Yan;  Wang Y(王尧);  Lin SB(林绍波)
View  |  Adobe PDF(1882Kb)  |  Favorite  |  View/Download:67/12  |  Submit date:2018/07/31
Degrees of freedom  low-rank matrix estimate  multivariate linear regression  multivariate quantile regression (QR)  
Using an Ensemble of Incrementally Fine-Tuned CNNs for Cross-Domain Object Category Recognition 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 33822-33833
Authors:  Zhang, Xuesong;  Yan F(闫飞);  Zhuang Y( 庄严);  Hu, Huosheng;  Bu CG(卜春光)
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Convolutional neural network  object category recognition  ensemble learning  transfer learning  
Speedup 3-D Texture-Less Object Recognition Against Self-Occlusion for Intelligent Manufacturing 期刊论文
IEEE Transactions on Cybernetics, 2019, 卷号: 49, 期号: 11, 页码: 3887-3897
Authors:  Cong Y(丛杨);  Tian DY(田冬英);  Feng Y(冯云);  Fan BJ(范保杰);  Yu HB(于海斌)
View  |  Adobe PDF(3419Kb)  |  Favorite  |  View/Download:246/42  |  Submit date:2018/08/08
Hough voting  hypothesis generation  k-d tree  local reference frame (LRF)  object recognition  pose estimation  
Numerical Prediction of Self-propulsion Point of AUV with a Discretized Propeller and MFR Method 会议论文
Intelligent Robotics and Applications - 12th International Conference, ICIRA 2019, Proceedings, Shenyang, China, August 8-11, 2019
Authors:  Wu LH(吴利红);  Feng XS(封锡盛);  Sun, Xiannian;  Zhou, Tongming
View  |  Adobe PDF(3005Kb)  |  Favorite  |  View/Download:23/5  |  Submit date:2019/09/05
Global path planning  Obstacle avoidance algorithm  Improved neural network algorithm  Adaptive variable stepsize  Simulated annealing  
Siamese Tracking from Single Point Initialization 期刊论文
SENSORS, 2019, 卷号: 19, 期号: 3, 页码: 1-17
Authors:  Xu Z(徐峥);  Luo HB(罗海波);  Hui B(惠斌);  Chang Z(常铮)
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object tracking  contour detection  Siamese network  deep learning  
Fiber bundle imaging resolution enhancement using deep learning 期刊论文
OPTICS EXPRESS, 2019, 卷号: 27, 期号: 11, 页码: 15880-15890
Authors:  Shao, Jianbo;  Zhang JC(张俊超);  Liang, Rongguang;  Barnard, Kobus
View  |  Adobe PDF(2217Kb)  |  Favorite  |  View/Download:38/7  |  Submit date:2019/06/18