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Exploiting Embedding Manifold of Autoencoders for Hyperspectral Anomaly Detection
期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2020, 卷号: 58, 期号: 3, 页码: 1527-1537
作者:
Lu, Xiaoqiang
;
Zhang, Wuxia
;
Huang, Ju
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2020/03/23
Autoencoder (AE)
global reconstruction
hyperspectral imagery (HSI)
hyperspetral anomaly detection
local reconstruction
manifold learning
Analysis for the Weakly Pareto Optimum in Multiobjective-Based Hyperspectral Band Selection
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 6, 页码: 3729-3740
作者:
Pan, Bin
;
Shi, Zhenwei
;
Xu, Xia
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/11
Band selection
hyperspectral imagery (HSI)
multiobjective (MO)
optimization
weakly Pareto optimum
Multiobjective-Based Sparse Representation Classifier for Hyperspectral Imagery Using Limited Samples
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 页码: 239-249
作者:
Pan, Bin
;
Shi, Zhenwei
;
Xu, Xia
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/12/30
Hyperspectral imagery (HSI) classification
multiobjective (MO)
sparse representation
Analysis for the Weakly Pareto Optimum in Multiobjective-Based Hyperspectral Band Selection
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 页码: 3729-3740
作者:
Pan, Bin
;
Shi, Zhenwei
;
Xu, Xia
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/30
Band selection
hyperspectral imagery (HSI)
multiobjective (MO) optimization
weakly Pareto optimum
Scene classification of multisource remote sensing data with two-stream densely connected convolutional neural network
会议论文
IMAGE AND SIGNAL PROCESSING FOR REMOTE SENSING XXIV, 2018-01-01
作者:
Wan, Zhen
;
Yang, Ronghua
;
You, Yangsheng
;
Cao, Zhilin
;
Fang, Xinan
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/02
Scene classification
hyperspectral imagery (HSI)
light detection and ranging (LiDAR)
data fusion
densely connected convolutional neural network (DenseNet)
feature extraction
Penalized Linear Discriminant Analysis of Hyperspectral Imagery for Noise Removal
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017, 卷号: 14, 期号: 3, 页码: 359-363
作者:
Lu, Ming
;
Hu, Luojia
;
Yue, Tianxiang
;
Chen, Ziyue
;
Chen, Bin
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2019/09/25
Hyperspectral imagery (HSI)
noise removal
penalized linear discriminant analysis (PLDA)
principal components transformation
Penalized Linear Discriminant Analysis of Hyperspectral Imagery for Noise Removal
期刊论文
ieee geoscience and remote sensing letters, 2017, 卷号: 14, 期号: 3, 页码: 359-363
作者:
Lu, Ming
;
Hu, Luojia
;
Yue, Tianxiang
;
Chen, Ziyue
;
Chen, Bin
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2017/04/21
Hyperspectral imagery (HSI)
noise removal
penalized linear discriminant analysis (PLDA)
principal components transformation
Extracting Target Spectrum for Hyperspectral Target Detection: An Adaptive Weighted Learning Method Using a Self-Completed Background Dictionary
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 卷号: 55, 期号: 3
作者:
Niu, Yubin
;
Wang, Bin
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/05
Background dictionary
hyperspectral imagery (HSI)
learning method
sparse coding
spectral variability
target detection (TD)
Embedding Learning on Spectral-Spatial Graph for Semisupervised Hyperspectral Image Classification
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017, 卷号: 14, 期号: 10
作者:
Cao, Jiayan
;
Wang, Bin
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/05
Hyperspectral imagery (HSI)
manifold learning
neural networks
representation learning
semisupervised classification
A Sparse and Low-Rank Near-Isometric Linear Embedding Method for Feature Extraction in Hyperspectral Imagery Classification
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 卷号: 55, 期号: 7
作者:
Sun, Weiwei
;
Yang, Gang
;
Du, Bo
;
Zhang, Lefei
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/05
Classification
dimensionality reduction
feature extraction
hyperspectral imagery (HSI)
sparse and low-rank near-isometric linear embedding (SLRNILE)
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