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Circle-Net: An Unsupervised Lightweight-Attention Cyclic Network for Hyperspectral and Multispectral Image Fusion
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2023, 卷号: 16, 页码: 4499-4515
作者:
Liu, Shuaiqi
;
Miao, Siyu
;
Liu, Siyuan
;
Li, Bing
;
Hu, Weiming
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/11/17
Attention mechanism
deep learning (DL)
hyperspectral images (HSIs)
image fusion
multispectral images (MSIs)
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
A New Subspace Clustering Strategy for AI-Based Data Analysis in IoT System
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 16, 页码: 12540-12549
作者:
Cui, Zhihua
;
Jing, Xuechun
;
Zhao, Peng
;
Zhang, Wensheng
;
Chen, Jinjun
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2021/11/02
Sparse matrices
Internet of Things
Clustering algorithms
Correlation
Artificial intelligence
Servers
Hyperspectral imaging
Close neighbors
data analysis
hyperspectral images (HSIs)
Internet of Things (IoT)
subspace clustering
Hyperspectral Image Classification Using a Hybrid 3D-2D Convolutional Neural Networks
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 7570-7588
作者:
Ghaderizadeh, Saeed
;
Abbasi-Moghadam, Dariush
;
Sharifi, Alireza
;
Zhao, Na
;
Tariq, Aqil
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2021/11/05
Feature extraction
Three-dimensional displays
Convolution
Solid modeling
Hyperspectral imaging
Kernel
Convolutional neural networks
Convolutional neural network (CNN)
deep learning
hyperspectral image (HSI) classification
spectral-spatial features
UMAG-Net: A New Unsupervised Multiattention-Guided Network for Hyperspectral and Multispectral Image Fusion
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 7373-7385
作者:
Liu, Shuaiqi
;
Miao, Siyu
;
Su, Jian
;
Li, Bing
;
Hu, Weiming
收藏
  |  
浏览/下载:89/0
  |  
提交时间:2021/11/02
Tensors
Image fusion
Hyperspectral imaging
Spatial resolution
Feature extraction
Image reconstruction
Dictionaries
Deep learning
hyperspectral images (HSIs)
image fusion
multispectral images (MSIs)
Multisource Remote Sensing Data Classification With Graph Fusion Network
期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2021
作者:
Du, Xingqian
;
Zheng, Xiangtao
;
Lu, Xiaoqiang
;
Doudkin, Alexander A.
收藏
  |  
浏览/下载:60/0
  |  
提交时间:2021/02/08
Classification
deep learning
hyperspectral image (HSI)
light detection and ranging (LiDAR)
remote sensing
SpectralSpatial Fractal Residual Convolutional Neural Network With Data Balance Augmentation for Hyperspectral Classification
期刊论文
Ieee Transactions on Geoscience and Remote Sensing, 2021, 卷号: 59, 期号: 12, 页码: 10473-10487
作者:
X. Zhang
;
Y. C. Wang
;
N. Zhang
;
D. D. Xu
;
H. Y. Luo
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2022/06/13
A Non-local Rank-Constraint Hyperspectral Images Denoising Method with 3-D Anisotropic Total Variation
会议论文
Phuket, Thailand, 2019-11-14
作者:
Gong, Tao
;
Wen, Desheng
;
He, Tianbin
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2020/03/06
ANSGA-III: A Multiobjective Endmember Extraction Algorithm for Hyperspectral Images
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 2
作者:
Cheng, Qian
;
Du, Bo
;
Zhang, Liangpei
;
Liu, Rong
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2019/12/05
Endmember extraction
genetic algorithm
hyperspectral remote sensing (HSIs)
multiobjective optimization
Hyperspectral image denoising with bilinear low rank matrix factorization
期刊论文
SIGNAL PROCESSING, 2019, 卷号: 163
作者:
Fan, Huixin
;
Li, Jie
;
Yuan, Qiangqiang
;
Liu, Xinxin
;
Ng, Michael
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/12/05
Hyperspectral images (HSIs) denoising
Low rank
Bilinear low rank matrix factorization (BLRMF)
Bi-nuclear quasi-norm
ADMM
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