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Deep Pansharpening via 3D Spectral Super-Resolution Network and Discrepancy-Based Gradient Transfer
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 17
作者:
Su, Haonan
;
Jin, Haiyan
;
Sun, Ce
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2022/10/10
spectral super-resolution
pansharpening
discrepancy
3D convolutional neural network
hyperspectral images (HS)
multispectral images (MS)
gradient transfer
Cross-Attention Spectral-Spatial Network for Hyperspectral Image Classification
期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2022, 卷号: 60
作者:
Yang, Kai
;
Sun, Hao
;
Zou, Chunbo
;
Lu, Xiaoqiang
收藏
  |  
浏览/下载:56/0
  |  
提交时间:2022/01/25
Hyperspectral image classification
convolutional neural networks
spectral attention
spatial attention
Rotation-Invariant Attention Network for Hyperspectral Image Classification
期刊论文
IEEE Transactions on Image Processing, 2022, 卷号: 31, 页码: 4251-4265
作者:
Zheng, Xiangtao
;
Sun, Hao
;
Lu, Xiaoqiang
;
Xie, Wei
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2022/07/21
Hyperspectral image classification
convolutional neural network
rotation-invariant network
spectralspatial feature extraction
attention mechanism
A Multibranch Crossover Feature Attention Network for Hyperspectral Image Classification
期刊论文
Remote Sensing, 2022, 卷号: 14, 期号: 22, 页码: 19
作者:
D. X. Liu
;
Y. R. Wang
;
P. X. Liu
;
Q. Q. Li
;
H. Yang
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  |  
浏览/下载:0/0
  |  
提交时间:2023/06/14
When Pansharpening Meets Graph Convolution Network and Knowledge Distillation
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60
作者:
Yan, Keyu
;
Zhou, Man
;
Liu, Liu
;
Xie, Chengjun
;
Hong, Danfeng
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  |  
浏览/下载:5/0
  |  
提交时间:2022/12/23
Pansharpening
Convolution
Satellites
Feature extraction
Task analysis
Knowledge engineering
Spatial resolution
Asynchronous knowledge distillation
atrous convolution
graph convolutional network (GCN)
pansharpening
A Hybrid-Order Spectral-Spatial Feature Network for Hyperspectral Image Classification
期刊论文
Remote Sensing, 2022, 卷号: 14, 期号: 15, 页码: 28
作者:
D. X. Liu
;
G. L. Han
;
P. X. Liu
;
Y. R. Wang
;
H. Yang
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2023/06/14
A Discriminative Spectral-Spatial-Semantic Feature Network Based on Shuffle and Frequency Attention Mechanisms for Hyperspectral Image Classification
期刊论文
Remote Sensing, 2022, 卷号: 14, 期号: 11, 页码: 30
作者:
D. X. Liu
;
G. L. Han
;
P. X. Liu
;
H. Yang
;
D. B. Chen
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2023/06/14
Hyperspectral Image Classification Based on Sparse Superpixel Graph
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 18, 页码: 18
作者:
Zhao, Yifei
;
Yan, Fengqin
收藏
  |  
浏览/下载:55/0
  |  
提交时间:2021/11/05
hyperspectral image
sparse superpixel graph
spectral-spatial classification
discrete potential
big data
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)
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