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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
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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
A SpatialSpectral Combination Method for Hyperspectral Band Selection
期刊论文
Remote Sensing, 2022, 卷号: 14, 页码: 13
作者:
X. Han
;
Z. Jiang
;
Y. Liu
;
J. Zhao
;
Q. Sun and Y. Li
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浏览/下载:0/0
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提交时间:2023/06/14
Hyperspectral Band Selections for Enhancing the Discrimination of Difficult Targets Using Local Band Index and Particle Swarm Optimization
期刊论文
Applied Sciences-Basel, 2022, 卷号: 12, 期号: 8, 页码: 25
作者:
H. W. Wang
;
C. X. Yan
;
J. Yuan and Q. P. Lu
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  |  
浏览/下载:1/0
  |  
提交时间:2023/06/14
Inversion Method of Chlorophyll Concentration Based on Relative Reflection Depths
期刊论文
Spectroscopy and Spectral Analysis, 2022, 卷号: 42, 期号: 4, 页码: 1083-1091
作者:
Y. An
;
J. Ding
;
C. Lin and Z. L. Liu
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  |  
浏览/下载:3/0
  |  
提交时间:2023/06/14
Water extraction of hyperspectral imagery based on a fast and effective decision tree water index
期刊论文
JOURNAL OF APPLIED REMOTE SENSING, 2021, 卷号: 15, 期号: 4, 页码: 19
作者:
Yang, Jiawei
;
Wang, Xin
;
Wang, Jiyan
;
Ye, Chongchong
;
Xiong, Junnan
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浏览/下载:165/0
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提交时间:2021/11/05
hyperspectral remote sensing
water extraction
spectral analysis
Fruit fly optimization algorithm based on a novel fluctuation model and its application in band selection for hyperspectral image
期刊论文
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2020
作者:
Ding, Guoshen
;
Qiao, Yanli
;
Yi, Weining
;
Fang, Wei
;
Du, Lili
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浏览/下载:45/0
  |  
提交时间:2020/10/26
Fruit fly optimization algorithm
Subsection strategy
Fluctuation model
Band selection
Unsupervised band selection based on artificial bee colony algorithm for hyperspectral image classification
期刊论文
APPLIED SOFT COMPUTING, 2019, 卷号: 75, 页码: 428-440
作者:
Xie, Fuding
;
Li, Fangfei
;
Lei, Cunkuan
;
Yang, Jun
;
Zhang, Yong
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浏览/下载:53/0
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提交时间:2019/03/05
Hyperspectral image
Band selection
ABC algorithm
Subspace decomposition
Dimensionality reduction
Laplacian-Regularized Low-Rank Subspace Clustering for Hyperspectral Image Band Selection
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 3
作者:
Zhai, Han
;
Zhang, Hongyan
;
Zhang, Liangpei
;
Li, Pingxiang
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  |  
浏览/下载:9/0
  |  
提交时间:2019/12/05
Band selection
hyperspectral image (HSI)
Laplacian regularization
low-rank subspace clustering (LRSC)
sparse representation (SR)
Separable Nonnegative Matrix Factorization Based Band Selection for Hyperspectral Imagery
期刊论文
Wuhan Daxue Xuebao (Xinxi Kexue Ban)/Geomatics and Information Science of Wuhan University, 2019, 卷号: 44, 期号: 5
作者:
Yang, Gang
;
Sun, Weiwei
;
Zhang, Dianfa
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浏览/下载:8/0
  |  
提交时间:2019/12/05
Scalable One-Pass Self-Representation Learning for Hyperspectral Band Selection
期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2019, 卷号: Vol.57 No.7, 页码: 4360-4374
作者:
Xiaohui Wei
;
Wen Zhu
;
Bo Liao
;
Lijun Cai
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  |  
浏览/下载:7/0
  |  
提交时间:2019/12/13
Hyperspectral imaging
Principal component analysis
Big Data
Matrix decomposition
Sensors
Adaptive regression
classification
convolutional neural network (CNN)
hyperspectral band selection
one-pass self-representation learning (SRL)
row-sparsity norm
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