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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
  |  
浏览/下载:2/0
  |  
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
Optimal and robust vegetation mapping in complex environments using multiple satellite imagery: Application to mangroves in Southeast Asia
期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 卷号: 99, 页码: 13
作者:
Xiao, Han
;
Su, Fenzhen
;
Fu, Dongjie
;
Lyne, Vincent
;
Liu, Gaohuan
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2021/06/10
Remote sensing band selection
Large-scale mapping
Mangrove mapping
Multi-source data
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
收藏
  |  
浏览/下载:48/0
  |  
提交时间:2020/10/26
Fruit fly optimization algorithm
Subsection strategy
Fluctuation model
Band selection
A Data-Driven Approach to Client-Transparent Access Selection of Dual-Band WiFi
期刊论文
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2019, 卷号: 16, 期号: 1, 页码: 321-333
作者:
Zhang, Jun
;
Zhang, Guangxing
;
Wu, Qinghua
;
Liao, Binbin
;
Xie, Gaogang
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  |  
浏览/下载:40/0
  |  
提交时间:2019/08/16
Dual-band WiFi
access selection
machine learning
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
收藏
  |  
浏览/下载:57/0
  |  
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:10/0
  |  
提交时间:2019/12/05
Band selection
hyperspectral image (HSI)
Laplacian regularization
low-rank subspace clustering (LRSC)
sparse representation (SR)
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
收藏
  |  
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
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
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:
Wei, XH
;
Zhu, W
;
Liao, B
;
Cai, LJ
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/12/17
Adaptive regression
classification
convolutional neural network (CNN)
hyperspectral band selection
one-pass self-representation learning (SRL)
row-sparsity norm
Unsupervised Band Selection Method Based on Importance-Assisted Column Subset Selection
期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 517-527
作者:
Luo, Xiaoyan
;
Shen, Zhiqi
;
Xue, Rui
;
Wan, Han
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/12/30
Band selection
hyperspectral images
active gradient-reference
high-discriminating
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