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SSANet: An Adaptive Spectral-Spatial Attention Autoencoder Network for Hyperspectral Unmixing
期刊论文
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:3/0
  |  
提交时间:2023/11/15
hyperspectral unmixing
spectral-spatial attention mechanism
deep learning
autoencoder
Mapping Ulva prolifera green tides from space: A revisit on algorithm design and data products
期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2023, 卷号: 116, 页码: 18
作者:
Hu, Chuanmin
;
Qi, Lin
;
Hu, Lianbo
;
Cui, Tingwei
;
Xing, Qianguo
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/07/18
Ulva prolifera
Coverage
Biomass
Remote sensing
MODIS
VIIRS
OLCI
GOCI
MSI
OLI
GaoFen
CZI
FAI
AFAI
NDVI
DVI
VB-FAH
EVI
Mapping Ulva prolifera green tides from space: A revisit on algorithm design and data products
期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2023, 卷号: 116, 页码: 18
作者:
Hu, Chuanmin
;
Qi, Lin
;
Hu, Lianbo
;
Cui, Tingwei
;
Xing, Qianguo
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/07/18
Ulva prolifera
Coverage
Biomass
Remote sensing
MODIS
VIIRS
OLCI
GOCI
MSI
OLI
GaoFen
CZI
FAI
AFAI
NDVI
DVI
VB-FAH
EVI
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
收藏
  |  
浏览/下载:37/0
  |  
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
收藏
  |  
浏览/下载:53/0
  |  
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)
QGrain: An open-source and easy-to-use software for the comprehensive analysis of grain size distributions
期刊论文
SEDIMENTARY GEOLOGY, 2021, 卷号: 423, 页码: 17
作者:
Liu, Yuming
;
Liu, Xingxing
;
Sun, Youbin
收藏
  |  
浏览/下载:86/0
  |  
提交时间:2021/12/07
Grain size analysis
Grain size distribution
End-member modeling analysis
Single-sample unmixing
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
收藏
  |  
浏览/下载:46/0
  |  
提交时间:2021/05/07
hyperspectral unmixing
low tensor rank
non-negative tensor factorization
sparse constraint
Channel erosion dominates sediment sources in an agricultural catchment in the Upper Yangtze basin of China: Evidence from geochemical fingerprints
期刊论文
CATENA, 2021, 卷号: 199, 页码: 14
作者:
Shi, Zhonglin
;
Blake, William H.
;
Wen, Anbang
;
Chen, Jiacun
;
Yan, Dongchun
收藏
  |  
浏览/下载:109/0
  |  
提交时间:2021/03/08
Sediment tracing
Geochemical fingerprinting
Soil conservation
Sediment sources
Channel erosion
Particle size
Grain size variation in two lakes from margin of Asian Summer Monsoon and its paleoclimate implications
期刊论文
PALAEOGEOGRAPHY PALAEOCLIMATOLOGY PALAEOECOLOGY, 2021, 卷号: 567, 页码: 14
作者:
Ming, Guodong
;
Zhou, Weijian
;
Wang, Hong
收藏
  |  
浏览/下载:53/0
  |  
提交时间:2021/05/21
Polymodal sediments
Mathematical unmixing
Process-clast regimes
Climate variability
Eolian input
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
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2021/03/29
Global spatial structure group
local spectral group
nonnegative matrix factorization (NMF)
sparse expression
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