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西安光学精密机械研... [21]
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期刊论文 [18]
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专题:西安光学精密机械研究所
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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: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:33/0
  |  
提交时间:2022/07/21
Hyperspectral image classification
convolutional neural network
rotation-invariant network
spectralspatial feature extraction
attention mechanism
Optimal superpixel selection for hyperspectral image classification of limited training samples
期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2021, 卷号: 42, 期号: 23, 页码: 9059-9075
作者:
Wang, Wenning
;
Liu, Xuebin
;
Mou, Xuanqin
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  |  
浏览/下载:15/0
  |  
提交时间:2021/11/12
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
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.
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  |  
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
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  |  
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
Using hyperspectral imaging automatic classification of gastric cancer grading with a shallow residual network
期刊论文
ANALYTICAL METHODS, 2020, 卷号: 12, 期号: 30, 页码: 3844-3853
作者:
Liu, Song
;
Wang, Quan
;
Zhang, Geng
;
Du, Jian
;
Hu, Bingliang
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  |  
浏览/下载:18/0
  |  
提交时间:2020/08/28
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:
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  |  
浏览/下载:14/0
  |  
提交时间:2020/05/20
Attention
convolutional neural network (CNN)
hyperspectral image (HSI) classification
spectral–spatial feature extraction
Dimensionality Reduction Based on PARAFAC Model
期刊论文
JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2019, 卷号: 63, 期号: 6
作者:
Yan, Ronghua
;
Peng, Jinye
;
Ma, Dongmei
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  |  
浏览/下载:14/0
  |  
提交时间:2020/03/02
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:106/0
  |  
提交时间:2019/11/27
hyperspectral image
open-category classification
spectral-spatial information
convolutional network
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