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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：173/0  |  提交时间：2021/04/21
hyperspectral image super-resolution  data fusion  spectral-spatial residual network  multispectral image  self-supervised training  
Unregistered Hyperspectral and Multispectral Image Fusion with Synchronous Nonnegative Matrix Factorization 会议论文
Pattern Recognition and Computer Vision - 3rd Chinese Conference, PRCV 2020, Proceedings, Nanjing, China, 2020-10-16
作者:  Chen, Wenjing;  Lu, Xiaoqiang
Adobe PDF(4080Kb)  |  收藏  |  浏览/下载：117/0  |  提交时间：2020/11/09
Image fusion  Nonnegative matrix factorization  Hyperspectral image  Multispectral image  
A Deep Scene Representation for Aerial Scene Classification 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2019, 卷号: 57, 期号: 7, 页码: 4799-4809
作者:  Zheng, Xiangtao;  Yuan, Yuan;  Lu, Xiaoqiang
Adobe PDF(3061Kb)  |  收藏  |  浏览/下载：211/3  |  提交时间：2019/07/17
Aerial scene classification  convolutional neural networks (CNNs)  Fisher vector (FV)  multiscale representation  
Single Image super-resolution restoration algorithm from external example to internal self-similarity 期刊论文
Guangxue Xuebao/Acta Optica Sinica, 2017, 卷号: 37, 期号: 3
作者:  Zheng, Xiangtao;  Yuan, Yuan;  Lu, Xiaoqiang;  Lu, Xiaoqiang (luxq666666@gmail.com)
Adobe PDF(2814Kb)  |  收藏  |  浏览/下载：494/2  |  提交时间：2017/05/02
Scene Parsing From an MAP Perspective 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2015, 卷号: 45, 期号: 9, 页码: 1876-1886
作者:  Li, Xuelong;  Mou, Lichao;  Lu, Xiaoqiang
Adobe PDF(1883Kb)  |  收藏  |  浏览/下载：185/1  |  提交时间：2015/10/19
Dynamic Dictionary Driven By Scene  Low-rank Representation Classifier (Lrrc)  Markov Random Field (Mrf)  Maximum a Posterior (Map) Inference  Prior Contextual Constraint  Scene Parsing  
Alternatively Constrained Dictionary Learning for Image Superresolution 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2014, 卷号: 44, 期号: 3, 页码: 366-377
作者:  Lu, Xiaoqiang;  Yuan, Yuan;  Yan, Pingkun
Adobe PDF(846Kb)  |  收藏  |  浏览/下载：257/1  |  提交时间：2015/03/18
Image Superresolution  Manifold Learning  Non-local  Self-similarity  Two-stage Dictionary Training (Tsdt)  
Image Super-Resolution via Double Sparsity Regularized Manifold Learning 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2013, 卷号: 23, 期号: 12, 页码: 2022-2033
作者:  Lu, Xiaoqiang;  Yuan, Yuan;  Yan, Pingkun
Adobe PDF(1039Kb)  |  收藏  |  浏览/下载：299/1  |  提交时间：2015/06/09
Double Sparsity  Manifold Learning  Single-image Super-resolution (Sr)  Sparse Coding  
Semisupervised Spectral Degradation Constrained Network for Spectral Super-Resolution 期刊论文
IEEE Geoscience and Remote Sensing Letters
作者:  Chen, Wenjing;  Zheng, Xiangtao;  Lu, Xiaoqiang
Adobe PDF(4150Kb)  |  收藏  |  浏览/下载：60/0  |  提交时间：2021/06/22
Deep learning  hyperspectral image (HSI)  multispectral image (MSI)  semisupervised training  spectral degradation  spectral super-resolution  
Spectral Super-Resolution of Multispectral Images Using Spatial-Spectral Residual Attention Network 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
作者:  Zheng, Xiangtao;  Chen, Wenjing;  Lu, Xiaoqiang
Adobe PDF(9047Kb)  |  收藏  |  浏览/下载：99/0  |  提交时间：2022/01/18
Feature extraction  Image reconstruction  Task analysis  Hyperspectral imaging  Dictionaries  Superresolution  Convolution  Attention  convolutional neural networks  hyperspectral image (HSI)  multispectral image (MSI)  spatial-spectral features  spectral super-resolution  
Spectral Super-Resolution of Multispectral Images Using Spatial-Spectral Residual Attention Network 期刊论文
OPTIK
作者:  Zheng, Xiangtao;  Chen, Wenjing;  Lu, Xiaoqiang
Adobe PDF(9047Kb)  |  收藏  |  浏览/下载：61/0  |  提交时间：2021/09/09
Attention, convolutional neural networks  hyperspectral image (HSI)  multispectral image (MSI)  spatial–spectral features  spectral super-resolution