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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：135/22  |  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
Adobe PDF(33552Kb)  |  Favorite  |  View/Download：216/42  |  Submit date：2018/12/16
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)
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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
Adobe PDF(1871Kb)  |  Favorite  |  View/Download：88/17  |  Submit date：2018/11/09
High-dimensional Data  Sparsity  Compressive Sensing  Low-rank Matrix Recovery  Tensors  
Single-Pixel Color Imaging Method with a Compressive Sensing Measurement Matrix 期刊论文
APPLIED SCIENCES-BASEL, 2018, 卷号: 8, 期号: 8, 页码: 1-13
Authors:  Jia T(贾同);  Chen, Dongyue;  Wang J(王骥);  Xu, Dong
Adobe PDF(1839Kb)  |  Favorite  |  View/Download：60/8  |  Submit date：2018/09/30
single imaging system  compressive sensing  measurement matrix  
Color Image Denoising Based on Low-Rank Tensor Train 会议论文
2018 10th International Conference on Graphics and Image Processing (ICGIP 2018), Chengdu, China, December 12-14, 2018
Authors:  Zhang Y(张杨);  Han Z(韩志);  Tang YD(唐延东)
Adobe PDF(1153Kb)  |  Favorite  |  View/Download：105/34  |  Submit date：2018/12/27
Image denoising  low rank  tensor train  tensor networks  color image  
Dual Graph Regularized Discriminative Multitask Tracker 期刊论文
IEEE Transactions on Multimedia, 2018, 卷号: 20, 期号: 9, 页码: 2303-2315
Authors:  Fan BJ(范保杰);  Cong Y(丛杨);  Tang YD(唐延东)
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Multi-task Tracker  Discriminative Low Rank Learning  Geometric Structure Information  Graph Regularization  Collaborate Metric  
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)
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Snowflake Removal  Desnowing  Low-rank Decomposition  
A Generalized Model for Robust Tensor Factorization With Noise Modeling by Mixture of Gaussians 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2018, 卷号: 29, 期号: 11, 页码: 5380-5393
Authors:  Chen XA(陈希爱);  Han Z(韩志);  Wang Y(王尧);  Zhao Q(赵谦);  Meng DY(孟德宇);  Lin, Lin;  Tang YD(唐延东)
Adobe PDF(3176Kb)  |  Favorite  |  View/Download：374/86  |  Submit date：2018/03/25
Expectation–maximization (Em) Algorithm  Generalized Weighted Low-rank Tensor Factorization (Gwlrtf)  Mixture Of Gaussians (Mog) Model  Tensor Factorization  
Structured and weighted multi-task low rank tracker 期刊论文
PATTERN RECOGNITION, 2018, 卷号: 81, 页码: 528-544
Authors:  Fan BJ(范保杰);  Li XM(李小毛);  Cong Y(丛杨);  Tang YD(唐延东)
Adobe PDF(4183Kb)  |  Favorite  |  View/Download：197/48  |  Submit date：2018/09/04
Robust multi-subtask learning  Structured and weighted low rank  Group-sparsity regularization  Normalized collaboration metric