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A Snapshot Multi-Spectral Demosaicing Method for Multi-Spectral Filter Array Images Based on Channel Attention Network 期刊论文
SENSORS, 2024, 卷号: 24, 期号: 3
作者:  Zhang, Xuejun;  Dai, Yidan;  Zhang, Geng;  Zhang, Xuemin;  Hu, Bingliang
Adobe PDF(2829Kb)  |  收藏  |  浏览/下载:29/0  |  提交时间:2024/03/15
multi-spectral filter array  demosaicing  convolution neural network  
Snapshot compressive spectral-depth imaging based on light field 期刊论文
EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2022, 卷号: 2022, 期号: 1
作者:  Ding, Xiaoming;  Yan, QiangQiang;  Hu, Liang;  Zhou, Shubo;  Wei, Ruyi;  Wang, Xiaocheng;  Li, Yupeng
Adobe PDF(3326Kb)  |  收藏  |  浏览/下载:139/0  |  提交时间:2022/02/14
Multidimensional Imaging  Spectral imaging  Compressed sensing  Light field  Depth estimation  
A Novel NMF Guided for Hyperspectral Unmixing From Incomplete and Noisy Data 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60
作者:  Dong, Le;  Lu, Xiaoqiang;  Liu, Ganchao;  Yuan, Yuan
Adobe PDF(9737Kb)  |  收藏  |  浏览/下载:114/0  |  提交时间:2022/01/18
Image reconstruction  Hyperspectral imaging  Noise measurement  Gaussian noise  Interference  Stability analysis  Sensors  Hyperspectral unmixing (HU)  image reconstruction  nonnegative matrix factorization (NMF)  spatial-spectral information  
Hyperspectral Unmixing Using Nonlocal Similarity-Regularized Low-Rank Tensor Factorization 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60
作者:  Yuan, Yuan;  Dong, Le;  Li, Xuelong
Adobe PDF(5662Kb)  |  收藏  |  浏览/下载:194/0  |  提交时间:2022/01/18
Tensors  TV  Hyperspectral imaging  Data models  Task analysis  Optimization  Data mining  Hyperspectral unmixing  low tensor rank  nonlocal similarity  nonnegative tensor factorization (NTF)  
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
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