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Hyperspectral Band Selection With Iterative Graph Autoencoder
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 13
作者:
Zhou, Yuan
;
Yao, Qingren
;
Huo, Shuwei
;
Li, Xiaofeng
收藏
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浏览/下载:0/0
  |  
提交时间:2023/12/07
Feature extraction
Iterative methods
Symmetric matrices
Hyperspectral imaging
Convolution
Correlation
Task analysis
Graph autoencoder (GAE)
graph representation
hyperspectral band selection (BS)
representativeness
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
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浏览/下载:0/0
  |  
提交时间:2023/11/15
Hyperspectral image (HSI) classification
self-supervised feature learning
spectral masking
Cloud Contaminated Multispectral Remote Sensing Image Enhancement Algorithm Based on MobileNet
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 19
作者:
Li, Xuemei
;
Ye, Huping
;
Qiu, Shi
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  |  
浏览/下载:15/0
  |  
提交时间:2022/10/28
remote sensing
self-supervision
multi-layer
feature fusion
multispectral
Hyperspectral Unmixing Using Nonlocal Similarity-Regularized Low-Rank Tensor Factorization
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60
作者:
Yuan, Yuan
;
Dong, Le
;
Li, Xuelong
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  |  
浏览/下载:53/0
  |  
提交时间:2022/01/18
Tensors
TV
Hyperspectral imaging
Data models
Task analysis
Optimization
Data mining
Hyperspectral unmixing
low tensor rank
nonlocal similarity
nonnegative tensor factorization (NTF)
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
A New Subspace Clustering Strategy for AI-Based Data Analysis in IoT System
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 16, 页码: 12540-12549
作者:
Cui, Zhihua
;
Jing, Xuechun
;
Zhao, Peng
;
Zhang, Wensheng
;
Chen, Jinjun
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  |  
浏览/下载:53/0
  |  
提交时间:2021/11/02
Sparse matrices
Internet of Things
Clustering algorithms
Correlation
Artificial intelligence
Servers
Hyperspectral imaging
Close neighbors
data analysis
hyperspectral images (HSIs)
Internet of Things (IoT)
subspace clustering
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: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
Background Purification Framework With Extended Morphological Attribute Profile for Hyperspectral Anomaly Detection
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 8113-8124
作者:
Huang, Ju
;
Liu, Kang
;
Xu, Mingliang
;
Perc, Matjaz
;
Li, Xuelong
收藏
  |  
浏览/下载:95/0
  |  
提交时间:2021/09/09
Anomaly detection
background purification
extended attribute profile (EAP)
hyperspectral image (HSI)
sparse representation (SR)
stacked autoencoder (SAE)
Background purification framework with extended morphological attribute profile for hyperspectral anomaly detection
期刊论文
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 卷号: 14, 页码: 8113-8124
作者:
Huang, Ju
;
Liu, Kang
;
Xu, Mingliang
;
Perc, Matja
;
Li, Xuelong
收藏
  |  
浏览/下载:38/0
  |  
提交时间:2022/02/07
Anomaly detection
background purification
extended attribute profile (EAP)
hyperspectral image (HSI)
sparse representation (SR)
stacked autoencoder (SAE)
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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