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Self-Supervised Feature Learning Based on Spectral Masking for Hyperspectral Image Classification
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 15
作者:
Liu, Weiwei
;
Liu, Kai
;
Sun, Weiwei
;
Yang, Gang
;
Ren, Kai
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2023/11/15
Hyperspectral image (HSI) classification
self-supervised feature learning
spectral masking
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
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  |  
浏览/下载:33/0
  |  
提交时间:2022/07/21
Hyperspectral image classification
convolutional neural network
rotation-invariant network
spectralspatial feature extraction
attention mechanism
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
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  |  
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
Generative Adversarial Capsule Network With ConvLSTM for Hyperspectral Image Classification
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2021, 卷号: 18, 期号: 3, 页码: 523-527
作者:
Wang, Wei-Ye
;
Li, Heng-Chao
;
Deng, Yang-Jun
;
Shao, Li-Yang
;
Lu, Xiao-Qiang
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  |  
浏览/下载:55/0
  |  
提交时间:2021/04/08
Capsule network (CapsNet)
convolutional neural network (CNN)
data augmentation
deep learning
generative adversarial network (GAN)
hyperspectral image (HSI) classification
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
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
A Supervised Segmentation Network for Hyperspectral Image Classification
期刊论文
IEEE Transactions on Image Processing, 2021, 卷号: 30, 页码: 2810-2825
作者:
Sun, Hao
;
Zheng, Xiangtao
;
Lu, Xiaoqiang
收藏
  |  
浏览/下载:55/0
  |  
提交时间:2021/03/24
Hyperspectral imaging
Feature extraction
Training
Task analysis
Imaging
Image segmentation
Testing
Hyperspectral image (HSI) classification
fully convolutional segmentation network (FCSN)
generalization
Nonlocal Graph Convolutional Networks for Hyperspectral Image Classification
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 12, 页码: 8246-8257
作者:
Mou, Lichao
;
Lu, Xiaoqiang
;
Li, Xuelong
;
Zhu, Xiao Xiang
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2020/12/21
Hyperspectral imaging
Convolution
Task analysis
Recurrent neural networks
Semisupervised learning
Support vector machines
Graph convolutional network (GCN)
hyperspectral image classification
nonlocal graph
semisupervised learning
Novel Semi-Supervised Hyperspectral Image Classification Based on a Superpixel Graph and Discrete Potential Method
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 9, 页码: 20
作者:
Zhao, Yifei
;
Su, Fenzhen
;
Yan, Fengqin
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2021/07/09
hyperspectral image
superpixel
weighted connectivity graph
discrete potential
semi-supervised classification
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