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Dual-wavelength in-line digital holography with untrained deep neural networks 期刊论文
PHOTONICS RESEARCH, 2021, 卷号: 9, 期号: 12, 页码: 2501-2510
作者:  Bai, Chen;  Peng, Tong;  Min, Junwei;  Li, Runze;  Zhou, Yuan;  Yao, Baoli
Adobe PDF(2436Kb)  |  收藏  |  浏览/下载：149/2  |  提交时间：2021/12/10
Hyperspectral anomaly detection via super-resolution reconstruction with an attention mechanism 期刊论文
Applied Optics, 2021, 卷号: 60, 期号: 26, 页码: 8109-8119
作者:  Chong, Dan;  Hu, Bingliang;  Gao, Hao;  Gao, Xiaohui
Adobe PDF(19066Kb)  |  收藏  |  浏览/下载：126/3  |  提交时间：2021/10/08
Extended focused imaging in microscopy using structure tensor and guided filtering 期刊论文
Optics and Lasers in Engineering, 2021, 卷号: 140
作者:  Ren, Zhenbo;  Guan, Peiyan;  Lam, Edmund Y.;  Zhao, Jianlin
Adobe PDF(3705Kb)  |  收藏  |  浏览/下载：182/1  |  提交时间：2021/02/08
Extended focused imaging  Microscopy  Digital holography  Structure tensor  Guided filter  
Accelerating patch-based low-rank image restoration using kd-forest and Lanczos approximation 期刊论文
Information Sciences, 2021, 卷号: 556, 页码: 177-193
作者:  Guo, Qiang;  Zhang, Yongxia;  Qiu, Shi;  Zhang, Caiming
Adobe PDF(1839Kb)  |  收藏  |  浏览/下载：138/0  |  提交时间：2021/02/02
Image restoration  Low-rank approximation  Singular value decomposition  Kd-tree  Lanczos bidiagonalization  
Sparse constrained low tensor rank representation framework for hyperspectral unmixing 期刊论文
Remote Sensing, 2021, 卷号: 13, 期号: 8
作者:  Dong, Le;  Yuan, Yuan
Adobe PDF(6006Kb)  |  收藏  |  浏览/下载：128/0  |  提交时间：2021/05/07
hyperspectral unmixing  low tensor rank  non-negative tensor factorization  sparse constraint  
Hyperspectral image super-resolution with self-supervised spectral-spatial residual network 期刊论文
Remote Sensing, 2021, 卷号: 13, 期号: 7
作者:  Chen, Wenjing;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(2974Kb)  |  收藏  |  浏览/下载：170/0  |  提交时间：2021/04/21
hyperspectral image super-resolution  data fusion  spectral-spatial residual network  multispectral image  self-supervised training  
Spectral-Spatial Joint Sparse NMF for Hyperspectral Unmixing 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2021, 卷号: 59, 期号: 3, 页码: 2391-2402
作者:  Dong, Le;  Yuan, Yuan;  Lu, Xiaoqiang
Adobe PDF(2358Kb)  |  收藏  |  浏览/下载：156/1  |  提交时间：2021/03/29
Global spatial structure group  local spectral group  nonnegative matrix factorization (NMF)  sparse expression  
Unsupervised Feature Selection using Pseudo Label Approximation 会议论文
2021 13th International Conference on Machine Learning and Computing, ICMLC 2021, Virtual, Online, China, 2021-02-26
作者:  Deng, Ren;  Liu, Ye;  Luo, Liyan;  Chen, DongJing;  Li, Xijie
Adobe PDF(879Kb)  |  收藏  |  浏览/下载：111/0  |  提交时间：2021/07/20
WEIGHTED SPARSITY CONSTRAINT TENSOR FACTORIZATION FOR HYPERSPECTRAL UNMIXING 会议论文
IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium, Proceedings, Brussels, Belgium, 2021-07-12
作者:  Yuan, Yuan;  Dong, Le
Adobe PDF(449Kb)  |  收藏  |  浏览/下载：80/0  |  提交时间：2022/04/11
Hyperspectral unmixing  tensor factorization  total variation  sparse characteristics  
A Real-Time Star Tailing Removal Method Based on Fast Blur Kernel Estimations 期刊论文
Mathematical Problems in Engineering, 2021, 卷号: 2021
作者:  Hou, Yaxian;  Zhao, Rujin;  Ma, Yuebo;  He, Longdong;  Zhu, Zifa
Adobe PDF(3993Kb)  |  收藏  |  浏览/下载：140/0  |  提交时间：2021/03/29