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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  
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
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Degrees of freedom  low-rank matrix estimate  multivariate linear regression  multivariate quantile regression (QR)  
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)
View  |  Adobe PDF(4691Kb)  |  Favorite  |  View/Download:73/9  |  Submit date:2019/04/13
Stacked 3D feature encoder  3D object recognition  6-DOF pose estimation  Geometric information preservation  
面向动作捕捉和定位的视觉惯性融合技术研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2018
Authors:  张吟龙
Adobe PDF(5758Kb)  |  Favorite  |  View/Download:56/16  |  Submit date:2018/12/16
单目视觉  惯性测量单元(简称imu)  人体动作捕捉  机动车定位  相机和imu标定  
基于统计分析的视频去噪与表达建模 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2018
Authors:  沈贵萍
Adobe PDF(14089Kb)  |  Favorite  |  View/Download:41/11  |  Submit date:2018/12/16
噪声建模  前景建模  低秩分解  稀疏表达  主动轨迹  
图像视频低秩张量表达及恢复算法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2018
Authors:  陈希爱
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低秩稀疏分解  低秩张量分解  三维全变分  多高斯拟合  马尔科夫随机场  
Hyperspectral Image Restoration Via Total Variation Regularized Low-Rank Tensor Decomposition 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2018, 卷号: 11, 期号: 4, 页码: 1227-1243
Authors:  Wang Y(王尧);  Peng, Jiangjun;  Zhao Q(赵谦);  Leung, Yee;  Zhao XL(赵熙乐);  Meng DY(孟德宇)
View  |  Adobe PDF(2500Kb)  |  Favorite  |  View/Download:45/3  |  Submit date:2018/06/17
Hyperspectral Image (Hsi)  Low-rank Tensor Decomposition  Mixed Noise  Total Variation (Tv)  
Sparse recovery: From vectors to tensors 期刊论文
National Science Review, 2018, 卷号: 5, 期号: 5, 页码: 756-767
Authors:  Wang Y(王尧);  Meng DY(孟德宇);  Yuan, Ming
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High-dimensional Data  Sparsity  Compressive Sensing  Low-rank Matrix Recovery  Tensors  
Wearable Heading Estimation for Motion Tracking in Health Care by Adaptive Fusion of Visual-Inertial Measurementsments 期刊论文
IEEE Journal of Biomedical and Health Informatics, 2018, 卷号: 22, 期号: 6, 页码: 1732-1743
Authors:  Zhang YL(张吟龙);  Liang W(梁炜);  He, Hongsheng;  Tan JD(谈金东)
View  |  Adobe PDF(6412Kb)  |  Favorite  |  View/Download:96/14  |  Submit date:2018/09/04
Health Informatics  Ubiquitous Sensing  Human Motion Tracking  Wearable Heading Estimation  Inertial Sensing  Monocular Camera Capturing  Multi-sensor Fusion  
Snowflake removal for videos via global and local low-rank decomposition 期刊论文
IEEE Transactions on Multimedia, 2018, 卷号: 20, 期号: 10, 页码: 2659-2669
Authors:  Tian JD(田建东);  Han Z(韩志);  Ren WH(任卫红);  Chen XA(陈希爱);  Tang YD(唐延东)
View  |  Adobe PDF(10436Kb)  |  Favorite  |  View/Download:207/23  |  Submit date:2018/03/25
Snowflake Removal  Desnowing  Low-rank Decomposition