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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
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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  
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
Adobe PDF(4660Kb)  |  Favorite  |  View/Download:6/0  |  Submit date:2019/07/14
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:13/3  |  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  
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
Adobe PDF(7552Kb)  |  Favorite  |  View/Download:6/0  |  Submit date:2019/07/14
分焦平面  偏振成像  图像插值  图像去噪  非均匀性校正  
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, Shaobo
View  |  Adobe PDF(1882Kb)  |  Favorite  |  View/Download:52/9  |  Submit date:2018/07/31
Degrees of freedom  low-rank matrix estimate  multivariate linear regression  multivariate quantile regression (QR)  
Detection and Pose Estimation for Short-range Vision-Based Underwater Docking 期刊论文
IEEE Access, 2019, 卷号: 7, 页码: 2720-2749
Authors:  Liu S(刘爽);  Ozay, Mete;  Okatani, Takayuki;  Xu HL(徐红丽;  Sun K(孙凯);  Lin Y(林扬)
View  |  Adobe PDF(12006Kb)  |  Favorite  |  View/Download:184/36  |  Submit date:2018/12/24
Underwater docking  AUVs  detection  pose estimation  marine robotics  
Hybrid incremental learning of new data and new classes for hand-held object recognition 期刊论文
Journal of Visual Communication and Image Representation, 2019, 卷号: 58, 页码: 138-148
Authors:  Chen, Chengpeng;  Min WQ(闵巍庆);  Li, Xue;  Jiang SQ(蒋树强)
View  |  Adobe PDF(2703Kb)  |  Favorite  |  View/Download:87/12  |  Submit date:2018/12/16
Incremental learning  Object recognition  SVM  Human-machine interaction  
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  
Efficient 3D object recognition via geometric information preservation 期刊论文
Pattern Recognition, 2019, 卷号: 92, 页码: 135-145
Authors:  Liu HS(刘洪森);  Cong Y(丛杨);  Yang, Chenguang;  Tang YD(唐延东)
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Stacked 3D feature encoder  3D object recognition  6-DOF pose estimation  Geometric information preservation  
Infrared small target detection based on an image-patch tensor model 期刊论文
Infrared Physics and Technology, 2019, 卷号: 99, 页码: 55-63
Authors:  Zhang XY(张祥越);  Ding QH(丁庆海);  Luo HB(罗海波);  Hui B(惠斌);  Chang Z(常铮);  Zhang JC(张俊超)
View  |  Adobe PDF(5708Kb)  |  Favorite  |  View/Download:81/8  |  Submit date:2019/05/12
Small target detection  Image patch  Tensor  Sparsity  Infrared image