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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
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西安光学精密机械研... [12]
遥感与数字地球研究所 [6]
自动化研究所 [4]
烟台海岸带研究所 [2]
地理科学与资源研究所 [1]
地质与地球物理研究所 [1]
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期刊论文 [22]
会议论文 [4]
SCI/SSCI论文 [1]
学位论文 [1]
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2023 [2]
2021 [3]
2020 [2]
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SSANet: An Adaptive Spectral-Spatial Attention Autoencoder Network for Hyperspectral Unmixing
期刊论文
OAI收割
REMOTE SENSING, 2023, 卷号: 15, 期号: 8, 页码: 21
作者:
Wang, Jie
;
Xu, Jindong
;
Chong, Qianpeng
;
Liu, Zhaowei
;
Yan, Weiqing
  |  
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/11/15
hyperspectral unmixing
spectral-spatial attention mechanism
deep learning
autoencoder
SSANet: An Adaptive Spectral-Spatial Attention Autoencoder Network for Hyperspectral Unmixing
期刊论文
OAI收割
REMOTE SENSING, 2023, 卷号: 15, 期号: 8, 页码: 21
作者:
Wang, Jie
;
Xu, Jindong
;
Chong, Qianpeng
;
Liu, Zhaowei
;
Yan, Weiqing
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/11/08
hyperspectral unmixing
spectral-spatial attention mechanism
deep learning
autoencoder
Weighted Total Variation Regularized Blind Unmixing for Hyperspectral Image
期刊论文
OAI收割
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2021, 页码: 5
作者:
Song, Hanjie
;
Wu, Xing
;
Zou, Anqi
;
Liu, Yang
;
Zou, Yongliao
  |  
收藏
  |  
浏览/下载:68/0
  |  
提交时间:2022/07/04
TV
Hyperspectral imaging
Sparse matrices
Matrix decomposition
Linear programming
Estimation
Biological system modeling
Alternating direction method of multipliers (ADMM)
blind hyperspectral unmixing
hyperspectral imagery (HSI)
total variation (TV)
Sparse constrained low tensor rank representation framework for hyperspectral unmixing
期刊论文
OAI收割
Remote Sensing, 2021, 卷号: 13, 期号: 8
作者:
Dong, Le
;
Yuan, Yuan
  |  
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2021/05/07
hyperspectral unmixing
low tensor rank
non-negative tensor factorization
sparse constraint
WEIGHTED SPARSITY CONSTRAINT TENSOR FACTORIZATION FOR HYPERSPECTRAL UNMIXING
会议论文
OAI收割
Brussels, Belgium, 2021-07-12
作者:
Yuan, Yuan
;
Dong, Le
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2022/04/11
Hyperspectral unmixing
tensor factorization
total variation
sparse characteristics
Subspace Clustering Constrained Sparse NMF for Hyperspectral Unmixing
期刊论文
OAI收割
IEEE Transactions on Geoscience and Remote Sensing, 2020, 卷号: 58, 期号: 5, 页码: 3007-3019
作者:
Lu, Xiaoqiang
;
Dong, Le
;
Yuan, Yuan
  |  
收藏
  |  
浏览/下载:48/0
  |  
提交时间:2020/05/20
Hyperspectral unmixing
self-expression
spatial structure
subspace clustering
Hyperspectral and Multispectral Image Fusion via Nonlocal Low-Rank Tensor Decomposition and Spectral Unmixing
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 11, 页码: 7654-7671
作者:
Wang, Kaidong
;
Wang Y(王尧)
;
Zhao XL(赵熙乐)
;
Chan, Jonathan Cheung-Wai
;
Xu ZB(徐宗本)
  |  
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2020/12/18
Hyperspectral (HS) image
image fusion
nonlocal tensor decomposition
spatial enhancement
spectral unmixing
Endmember extraction from hyperspectral imagery based on QR factorisation using givens rotations
期刊论文
OAI收割
IET IMAGE PROCESSING, 2019, 卷号: 13, 期号: 2, 页码: 332-343
作者:
Gan, Yuquan
;
Hu, Bingliang
;
Liu, Weihua
;
Wang, Shuang
;
Zhang, Geng
  |  
收藏
  |  
浏览/下载:71/0
  |  
提交时间:2019/03/14
geophysical image processing
feature extraction
hyperspectral imaging
spectral analysis
hyperspectral imagery
QR factorisation
givens rotations
spectral unmixing
material spectral signatures
hyperspectral endmember extraction algorithm
popular endmember extraction methods
EEGR
vertex component analysis
VCA
maximum volume by householder transformation
MVHT
hardware features
GETNET: A General End-to-End 2-D CNN Framework for Hyperspectral Image Change Detection
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 1, 页码: 3-13
作者:
Wang, Qi
;
Yuan, Zhenghang
;
Du, Qian
;
Li, Xuelong
  |  
收藏
  |  
浏览/下载:91/0
  |  
提交时间:2019/03/14
2-D convolutional neural network (CNN)
change detection (CD)
deep learning
hyperspectral image (HSI)
mixed-affinity matrix
spectral unmixing
Robust Hyperspectral Unmixing With Correntropy-Based Metric
期刊论文
OAI收割
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 11, 页码: 4027-4040
作者:
Wang, Ying
;
Pan, Chunhong
;
Xiang, Shiming
;
Zhu, Feiyun
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2015/09/23
Hyperspectral unmixing
linear mixture model
non-negative matrix factorization
robust estimation
correntropy based metric