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Circle-Net: An Unsupervised Lightweight-Attention Cyclic Network for Hyperspectral and Multispectral Image Fusion
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2023, 卷号: 16, 页码: 4499-4515
作者:
Liu, Shuaiqi
;
Miao, Siyu
;
Liu, Siyuan
;
Li, Bing
;
Hu, Weiming
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/11/17
Attention mechanism
deep learning (DL)
hyperspectral images (HSIs)
image fusion
multispectral images (MSIs)
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:1/0
  |  
提交时间:2023/11/15
Hyperspectral image (HSI) classification
self-supervised feature learning
spectral masking
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:15/0
  |  
提交时间:2022/10/10
spectral super-resolution
pansharpening
discrepancy
3D convolutional neural network
hyperspectral images (HS)
multispectral images (MS)
gradient transfer
A Novel NMF Guided for Hyperspectral Unmixing From Incomplete and Noisy Data
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60
作者:
Dong, Le
;
Lu, Xiaoqiang
;
Liu, Ganchao
;
Yuan, Yuan
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  |  
浏览/下载:40/0
  |  
提交时间:2022/01/18
Image reconstruction
Hyperspectral imaging
Noise measurement
Gaussian noise
Interference
Stability analysis
Sensors
Hyperspectral unmixing (HU)
image reconstruction
nonnegative matrix factorization (NMF)
spatial-spectral information
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
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  |  
浏览/下载:0/0
  |  
提交时间:2023/06/14
Compressive sensing reconstruction of hyperspectral images based on codec space-spectrum joint dense residual network
期刊论文
Iet Image Processing, 2022, 页码: 16
作者:
S. M. Xiao
;
Y. Zhang
;
X. L. Chang and J. J. Xu
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浏览/下载:0/0
  |  
提交时间:2023/06/14
Hyperspectral anomaly detection via super-resolution reconstruction with an attention mechanism
期刊论文
Applied Optics, 2021, 卷号: 60, 期号: 26, 页码: 8109-8119
作者:
Chong, Dan
;
Hu, Bingliang
;
Gao, Hao
;
Gao, Xiaohui
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2021/10/08
Hyperspectral anomaly detection via super-resolution reconstruction with an attention mechanism
期刊论文
APPLIED OPTICS, 2021, 卷号: 60, 期号: 26, 页码: 8109-8119
作者:
Chong, Dan
;
Hu, Bingliang
;
Gao, Hao
;
Gao, Xiaohui
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/12/01
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 novel 2d-3d cnn with spectral-spatial multi-scale feature fusion for hyperspectral image classification
期刊论文
Remote Sensing, 2021, 卷号: 13, 期号: 22
作者:
D. Liu
;
G. Han
;
P. Liu
;
H. Yang
;
X. Sun
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  |  
浏览/下载:3/0
  |  
提交时间:2022/06/13
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