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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  
Robust video denoising with sparse and dense noise modelings 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2018, 卷号: 61, 期号: 1, 页码: 1-3
Authors:  Shen GP(沈贵萍);  Han Z(韩志);  Chen XA(陈希爱);  Tang YD(唐延东)
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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)
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Expectation–maximization (Em) Algorithm  Generalized Weighted Low-rank Tensor Factorization (Gwlrtf)  Mixture Of Gaussians (Mog) Model  Tensor Factorization  
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  
Background Reconstruction via Low Rank Tensor Factorization 会议论文
2018 10th International Conference on Graphics and Image Processing (ICGIP 2018), Chengdu, China, December 12-14, 2018
Authors:  Shen GP(沈贵萍);  Han Z(韩志);  Chen XA(陈希爱);  Tang YD(唐延东);  Zhang Y(张杨)
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background reconstruction  low rank  Tensor factorization  MoG  MRF  
Tensor RPCA by Bayesian CP Factorization with Complex Noise 会议论文
2017 IEEE International Conference on Computer Vision (ICCV), Venice, Italy, October 22-29, 2017
Authors:  Luo Q(罗琼);  Han Z(韩志);  Chen XA(陈希爱);  Wang Y(王尧);  Meng DY(孟德宇);  Liang D(梁栋);  Tang YD(唐延东)
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Hyperspectral image super-resolution via nonlocal low-rank tensor approximation and total variation regularization 期刊论文
Remote Sensing, 2017, 卷号: 9, 期号: 12, 页码: 1-16
Authors:  Wang Y(王尧);  Chen XA(陈希爱);  Han Z(韩志);  He, Shiying
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Hyperspectral Image Super-resolution  Low-rank Tensor Approximation  Nonlocal Self-similarity  Folded-concave Regularization  Total Variation  Admm  
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)
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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, Yao;  Zhao, Qian;  Meng, Deyu;  Tang YD(唐延东)
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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)
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Low-rank Decomposition  Nonconvex Relaxation  Quadratic Penalized  Batch Image Alignment  Sparse Or nonSparse Noise