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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:59/0
  |  
提交时间:2022/01/25
Hyperspectral image classification
convolutional neural networks
spectral attention
spatial attention
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:58/0
  |  
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:22/0
  |  
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
Spectral-Spatial Attention Network for Hyperspectral Image Classification
期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2020, 卷号: 58, 期号: 5, 页码: 3232-3245
作者:
Sun, Hao
;
Zheng, Xiangtao
;
Lu, Xiaoqiang
;
Wu, Siyuan
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2020/05/20
Attention
convolutional neural network (CNN)
hyperspectral image (HSI) classification
spectral–spatial feature extraction
Open-category classification of hyperspectral images based on convolutional neural networks
会议论文
Sanya, China, 2019-10-22
作者:
Huang, Tingting
;
Wang, Shuang
;
Zhang, Geng
;
Wang, Xueji
;
Liu, Song
收藏
  |  
浏览/下载:108/0
  |  
提交时间:2019/11/27
hyperspectral image
open-category classification
spectral-spatial information
convolutional network
Feature Learning Using Spatial-Spectral Hypergraph Discriminant Analysis for Hyperspectral Image
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 7
作者:
Luo, Fulin
;
Du, Bo
;
Zhang, Liangpei
;
Zhang, Lefei
;
Tao, Dacheng
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  |  
浏览/下载:24/0
  |  
提交时间:2019/12/05
Discriminant analysis
feature learning
hypergraph learning
hyperspectral image (HSI) classification
spatial-spectral information
Spatial-spectral local discriminant projection for dimensionality reduction of hyperspectral image
期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2019, 卷号: 156
作者:
Huang, Hong
;
Duan, Yule
;
He, Haibo
;
Shi, Guangyao
;
Luo, Fulin
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  |  
浏览/下载:2/0
  |  
提交时间:2019/12/05
Hyperspectral image classification
Dimensionality reduction
Local weighted reconstruction
Spatial-spectral information
Locally Weighted Discriminant Analysis for Hyperspectral Image Classification
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 2
作者:
Li, Xiaoyan
;
Zhang, Lefei
;
You, Jane
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/05
hyperspectral image (HSI) classification
linear discriminant analysis (LDA)
dimensionality reduction
spatial-spectral information
Spatial-Spectral Fusion Based on Conditional Random Fields for the Fine Classification of Crops in UAV-Borne Hyperspectral Remote Sensing Imagery
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 7
作者:
Wei, Lifei
;
Yu, Ming
;
Zhong, Yanfei
;
Zhao, Ji
;
Liang, Yajing
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2019/12/05
hyperspectral remote sensing imagery
conditional random fields
spectral-spatial fusion
fine crop classification
unmanned aerial vehicle
Spatial Filtering in DCT Domain-Based Frameworks for Hyperspectral Imagery Classification
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 12
作者:
Bazine, Razika
;
Wu, Huayi
;
Boukhechba, Kamel
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/12/05
Spectral-spatial hyperspectral classification
discrete cosine transform
structural filtering
SVM
wiener filter
transform domain filtering
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