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光学与超声图像复原方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  刘鹏飞
Adobe PDF(5122Kb)  |  Favorite  |  View/Download：27/7  |  Submit date：2020/12/18
图像去模糊  高光谱重建  卷积神经网络  特征金字塔  特征迁移  
Low-rank decomposition on transformed feature maps domain for image denoising 期刊论文
Visual Computer, 2020, 页码: 1-17
Authors:  Luo Q(罗琼);  Liu BC(刘柏辰);  Zhang Y(张杨);  Han Z(韩志);  Tang YD(唐延东)
Adobe PDF(4892Kb)  |  Favorite  |  View/Download：69/14  |  Submit date：2020/08/22
Low-rank  Domain transformation  Autoencoder  Denoising  
Hyperspectral and Multispectral Image Fusion via Nonlocal Low-Rank Tensor Decomposition and Spectral Unmixing 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 11, 页码: 7654-7671
Authors:  Wang, Kaidong;  Wang Y(王尧);  Zhao XL(赵熙乐);  Chan, Jonathan Cheung-Wai;  Xu ZB(徐宗本);  Meng DY(孟德宇)
Adobe PDF(6728Kb)  |  Favorite  |  View/Download：42/1  |  Submit date：2020/12/18
Hyperspectral (HS) image  image fusion  nonlocal tensor decomposition  spatial enhancement  spectral unmixing  
Double robust principal component analysis 期刊论文
Neurocomputing, 2020, 卷号: 391, 页码: 119-128
Authors:  Wang QQ(王倩倩);  Gao QX(高全学);  Sun G(孙干);  Ding, Chris
Adobe PDF(3419Kb)  |  Favorite  |  View/Download：128/34  |  Submit date：2020/02/23
Robust principal component analysis  Double  Low-rank representation  
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：211/41  |  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)
Adobe PDF(2500Kb)  |  Favorite  |  View/Download：111/9  |  Submit date：2018/06/17
Hyperspectral Image (Hsi)  Low-rank Tensor Decomposition  Mixed Noise  Total Variation (Tv)  
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
Adobe PDF(2475Kb)  |  Favorite  |  View/Download：277/33  |  Submit date：2018/01/06
Hyperspectral Image Super-resolution  Low-rank Tensor Approximation  Nonlocal Self-similarity  Folded-concave Regularization  Total Variation  Admm  
Computer-Aided Endoscopic Diagnosis Without Human-Specific Labeling 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2016, 卷号: 63, 期号: 11, 页码: 2347-2358
Authors:  Wang S(王帅);  Cong Y(丛杨);  Fan HJ(范慧杰);  Liu LQ(刘连庆);  Li, Xiaoqiu;  Yang YS(杨云生);  Tang YD(唐延东);  Zhao HC(赵怀慈);  Yu HB(于海斌)
Adobe PDF(989Kb)  |  Favorite  |  View/Download：378/68  |  Submit date：2016/11/17
Computer-aided Endoscopic Diagnosis  Multiple Instance Learning (Mil)  Online Metric Learning  Weakly Labeled Data