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Learning a Fully Connected U-Net for Spectrum Reconstruction of Fourier Transform Imaging Spectrometers 期刊论文
Remote Sensing, 2022, 卷号: 14, 期号: 4
作者:  Chen, Tieqiao;  Su, Xiuqin;  Li, Haiwei;  Li, Siyuan;  Liu, Jia;  Zhang, Geng;  Feng, Xiangpeng;  Wang, Shuang;  Liu, Xuebin;  Wang, Yihao;  Zou, Chunbo
Adobe PDF(10978Kb)  |  收藏  |  浏览/下载：174/4  |  提交时间：2022/03/09
Fourier transform imaging spectrometers (FTISs)  spectrum reconstruction (SpecR)  deep learning  U-Net  fully connected U-Net (FCUN)  
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：113/0  |  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  
Restoration Method of Hadamard Coding Spectral Imager 期刊论文
APPLIED SPECTROSCOPY, 2020, 卷号: 74, 期号: 5, 页码: 583-596
作者:  Tang Xingjia;  Xu Zongben;  Li Libo;  Wang Shuang;  Hu Bingliang;  Wang Feng
Adobe PDF(1032Kb)  |  收藏  |  浏览/下载：177/5  |  提交时间：2020/05/29
Hadamard coding  spectral imaging  error analysis  reconstruction method  push-sweep  
Calibration and data restoration of light field modulated imaging spectrometer 期刊论文
CHINESE PHYSICS B, 2018, 卷号: 27, 期号: 8
作者:  Su, Li-Juan;  Yan, Qiang-Qiang;  Yuan, Yan;  Wang, Shi-Feng;  Liu, Yu-Jian
Adobe PDF(1403Kb)  |  收藏  |  浏览/下载：173/0  |  提交时间：2018/09/20
Light Field Modulated Imaging Spectrometer  Linear-variable Filter  Spectral Calibration  Spectral Reconstruction  
Study on Single Dispersion Spectral Imager Based on Compressed Coding 期刊论文
SPECTROSCOPY AND SPECTRAL ANALYSIS, 2017, 卷号: 37, 期号: 9, 页码: 2919-2926
作者:  Tang Xing-jia;  Li Li-bo;  Zhao Qiang;  Li Hong-bo;  Hu Bing-liang;  Li, LB (reprint author), Chinese Acad Sci, Lab Spectral Imaging Technol, Xi An Inst Opt & Precis Mech, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(5703Kb)  |  收藏  |  浏览/下载：169/1  |  提交时间：2017/12/30
Compressed Coding  Spectral Imaging  Multi-frame Reconstruction  Single Dispersion  
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：95/0  |  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