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MAUN: Memory-Augmented Deep Unfolding Network for Hyperspectral Image Reconstruction
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1139-1150
作者:
Qian Hu
;
Jiayi Ma
;
Yuan Gao
;
Junjun Jiang
;
Yixuan Yuan
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浏览/下载:1/0
  |  
提交时间:2024/04/10
Compressive imaging
deep unfolding network hyperspectral image
Hyperspectral Band Selection With Iterative Graph Autoencoder
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 13
作者:
Zhou, Yuan
;
Yao, Qingren
;
Huo, Shuwei
;
Li, Xiaofeng
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浏览/下载:0/0
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提交时间:2023/12/07
Feature extraction
Iterative methods
Symmetric matrices
Hyperspectral imaging
Convolution
Correlation
Task analysis
Graph autoencoder (GAE)
graph representation
hyperspectral band selection (BS)
representativeness
Study on Parameter Inversion Model Construction and Evaluation Method of UAV Hyperspectral Urban Inland Water Pollution Dynamic Monitoring
期刊论文
Water (Switzerland), 2023, 卷号: 15, 期号: 23
作者:
J. Chen, J. Wang, S. Feng, Z. Zhao, M. Wang, C. Sun, N. Song and J. Yang
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浏览/下载:0/0
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提交时间:2024/07/01
Compressive imaging beyond the sensor's physical resolution via coded exposure combined with time-delay integration
期刊论文
Optics and Lasers in Engineering, 2023, 卷号: 164
作者:
Y.-H. Li and X.-D. Wang
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浏览/下载:0/0
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提交时间:2024/07/03
Tensor Decomposition-Inspired Convolutional Autoencoders for Hyperspectral Anomaly Detection
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 卷号: 15, 页码: 4990-5000
作者:
Sun, Bangyong
;
Zhao, Zhe
;
Liu, Di
;
Gao, Xiaomei
;
Yu, Tao
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  |  
浏览/下载:22/0
  |  
提交时间:2022/08/16
Anomaly detection
Hyperspectral imaging
Tensors
Detectors
Feature extraction
Training
Neural networks
Anomaly detection
hyperspectral image (HSI)
tensor decomposition network
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
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浏览/下载:87/0
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提交时间:2022/03/09
Fourier transform imaging spectrometers (FTISs)
spectrum reconstruction (SpecR)
deep learning
U-Net
fully connected U-Net (FCUN)
Ground-Based IDOAS De-Striping by Weighted Unidirectional Variation
期刊论文
SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 卷号: 42
作者:
Xi Liang
;
Si Fu-qi
;
Jiang Yu
;
Zhou Hai-jin
;
Qiu Xiao-han
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浏览/下载:26/0
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提交时间:2022/05/05
Imaging differential optical absorption spectroscopy
Stripe noise
Variation
Optical remote sensing
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
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浏览/下载:58/0
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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)
Predicting leaf traits of temperate broadleaf deciduous trees from hyperspectral reflectance: can a general model be applied across a growing season?
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2022, 卷号: 269
作者:
Chen, LT
;
Zhang, Y
;
Nunes, MH
;
Stoddart, J
;
Khoury, S
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浏览/下载:13/0
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提交时间:2022/12/02
Parameter Simulation and Design of an Airborne Hyperspectral Imaging LiDAR System
期刊论文
REMOTE SENSING, 2021, 卷号: 13
作者:
Qian, Liyong
;
Wu, Decheng
;
Liu, Dong
;
Song, Shalei
;
Shi, Shuo
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浏览/下载:59/0
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提交时间:2022/02/14
remote sensing
hyperspectral LiDAR
parameter simulation
signal-to-noise ratio
supercontinuum laser
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