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Relaxed Low Tensor Train Rank Representation with Structural Smoothness for Hyperspectral Image Super-resolution 会议论文
Proceedings of 10th IEEE International Conference on CYBER Technology in Automation, Control, and Intelligent Systems, CYBER 2020, Xi'an, China, October 10-13, 2020
Authors:  Li, Shengchuan;  Jia HD(贾慧迪);  Chen XA(陈希爱);  Li, Sun;  Han Z(韩志);  Tang YD(唐延东);  Liu, Jiaxin
Adobe PDF(1123Kb)  |  Favorite  |  View/Download：9/0  |  Submit date：2021/01/24
low tensor train rank  log-sum norm  nonlocal similarity  structural smoothness  super-resolution  
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：217/42  |  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  
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)
Adobe PDF(10436Kb)  |  Favorite  |  View/Download：358/43  |  Submit date：2018/03/25
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  
Robust tensor factorization with MRF under complex noise 会议论文
2017 IEEE 7th Annual International Conference on CYBER Technology in Automation, Control, and Intelligent Systems, CYBER 2017, Hawaii, USA, July 31 - August 4, 2017
Authors:  Chen XA(陈希爱);  Han Z(韩志);  Shen GP(沈贵萍);  Wang Y(王尧);  Tang YD(唐延东)
Adobe PDF(9887Kb)  |  Favorite  |  View/Download：187/31  |  Submit date：2017/12/21
Nonconvex plus quadratic penalized low-rank and sparse decomposition for noisy image alignment 期刊论文
Science China Information Sciences, 2016, 卷号: 59, 期号: 5, 页码: 1-13
Authors:  Chen XA(陈希爱);  Han Z(韩志);  Wang Y(王尧);  Tang YD(唐延东);  Yu HB(于海斌)
Adobe PDF(2764Kb)  |  Favorite  |  View/Download：422/48  |  Submit date：2016/03/28
Low-rank Decomposition  Nonconvex Relaxation  Quadratic Penalized  Batch Image Alignment  Sparse Or nonSparse Noise  
Robust tensor factorization with unknown noise 会议论文
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Las Vegas, NV, United states, June 26 - July 1, 2016
Authors:  Chen XA(陈希爱);  Han Z(韩志);  Wang Y(王尧);  Zhao, Qian;  Meng DY(孟德宇);  Tang YD(唐延东)
Adobe PDF(3132Kb)  |  Favorite  |  View/Download：323/38  |  Submit date：2016/09/28