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地理科学与资源研究所 [4]
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期刊论文 [12]
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2021 [12]
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发表日期:2021
内容类型:期刊论文
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Semi-Supervised Convolutional Long Short-Term Memory Neural Networks for Time Series Land Cover Classification
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 17, 页码: 18
作者:
Shen, Jing
;
Tao, Chao
;
Qi, Ji
;
Wang, Hao
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浏览/下载:51/0
  |  
提交时间:2021/11/05
image classification
Long Short-Term Memory neural network (LSTM)
remote sensing
semi-supervised learning
time series analysis
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:56/0
  |  
提交时间:2021/11/05
hyperspectral image
sparse superpixel graph
spectral-spatial classification
discrete potential
big data
Difference curvature multidimensional network for hyperspectral image super-resolution
期刊论文
Remote Sensing, 2021, 卷号: 13, 期号: 17
作者:
Zhang, Chi
;
Zhang, Mingjin
;
Li, Yunsong
;
Gao, Xinbo
;
Shi, Qiu
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  |  
浏览/下载:63/0
  |  
提交时间:2021/09/18
hyperspectral image
super-resolution
deep neural networks
difference curvature
attention
Cloud Detection Algorithm for Multi-Satellite Remote Sensing Imagery Based on a Spectral Library and 1D Convolutional Neural Network
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 16, 页码: 20
作者:
Ma, Nan
;
Sun, Lin
;
Zhou, Chenghu
;
He, Yawen
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  |  
浏览/下载:24/0
  |  
提交时间:2021/11/05
ASTER spectral library
hyperspectral data
1D convolutional neural network
cloud detection
data simulation
multi-satellite remote sensing images
Brownness of Organic Aerosol over the United States: Evidence for Seasonal Biomass Burning and Photobleaching Effects
期刊论文
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2021, 卷号: 55, 期号: 13, 页码: 8561-8572
作者:
Chen, Lung-Wen Antony
;
Chow, Judith C.
;
Wang, Xiaoliang
;
Cao, Junji
;
Mao, Jingqiu
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  |  
浏览/下载:55/0
  |  
提交时间:2021/12/06
brown carbon
black carbon
white carbon
aerosol aging
IMPROVE network
hybrid environmental receptor model
Hyperspectral image super-resolution with self-supervised spectral-spatial residual network
期刊论文
Remote Sensing, 2021, 卷号: 13, 期号: 7
作者:
Chen, Wenjing
;
Zheng, Xiangtao
;
Lu, Xiaoqiang
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  |  
浏览/下载:46/0
  |  
提交时间:2021/04/21
hyperspectral image super-resolution
data fusion
spectral-spatial residual network
multispectral image
self-supervised training
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
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  |  
浏览/下载:20/0
  |  
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)
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
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