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科研机构
武汉大学 [20]
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期刊论文 [17]
会议论文 [3]
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2019 [3]
2018 [2]
2017 [7]
2016 [6]
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专题:武汉大学
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Spatial-spectral local discriminant projection for dimensionality reduction of hyperspectral image
期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2019, 卷号: 156
作者:
Huang, Hong
;
Duan, Yule
;
He, Haibo
;
Shi, Guangyao
;
Luo, Fulin
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/05
Hyperspectral image classification
Dimensionality reduction
Local weighted reconstruction
Spatial-spectral information
Locally Weighted Discriminant Analysis for Hyperspectral Image Classification
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 2
作者:
Li, Xiaoyan
;
Zhang, Lefei
;
You, Jane
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/05
hyperspectral image (HSI) classification
linear discriminant analysis (LDA)
dimensionality reduction
spatial-spectral information
Hyperspectral image unsupervised classification by robust manifold matrix factorization
期刊论文
INFORMATION SCIENCES, 2019, 卷号: 485
作者:
Zhang, Lefei
;
Zhang, Liangpei
;
Du, Bo
;
You, Jane
;
Tao, Dacheng
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/05
Hyperspectral image
Data clustering
Dimensionality reduction
Matrix factorization
Manifold regularization
SuperPCA: A Superpixelwise PCA Approach for Unsupervised Feature Extraction of Hyperspectral Imagery
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 卷号: 56, 期号: 8
作者:
Jiang, Junjun
;
Ma, Jiayi
;
Chen, Chen
;
Wang, Zhongyuan
;
Cai, Zhihua
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/05
Feature extraction
hyperspectral image (HSI) classification
principal component analysis (PCA)
superpixel segmentation
unsupervised dimensionality reduction
DCT-Based Preprocessing Approach for ICA in Hyperspectral Data Analysis
期刊论文
SENSORS, 2018, 卷号: 18, 期号: 4
作者:
Boukhechba, Kamel
;
Wu, Huayi
;
Bazine, Razika
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/12/05
discrete cosine transform
hyperspectral dimensionality reduction
independent component analysis
hyperspectral signal subspace identification by the minimum error
principal component analysis
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)
Local geometric structure feature for dimensionality reduction of hyperspectral imagery
期刊论文
Remote Sensing, 2017, 卷号: 9, 期号: 8
作者:
Luo, Fulin
;
Huang, Hong
;
Duan, Yule
;
Liu, Jiamin
;
Liao, Yinghua
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/05
A novel manifold learning for dimensionality reduction and classification with hyperspectral image
期刊论文
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing, 2017
作者:
Zhu, Mingcang
;
Huang, Zhiqin
;
Lu, Yufeng
;
Chen, Pengxu
;
Zheng, Zezhong
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/05
Local Geometric Structure Feature for Dimensionality Reduction of Hyperspectral Imagery
期刊论文
REMOTE SENSING, 2017, 卷号: 9, 期号: 8
作者:
Luo, Fulin
;
Huang, Hong
;
Duan, Yule
;
Liu, Jiamin
;
Liao, Yinghua
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/05
hyperspectral imagery
dimensionality reduction
manifold learning
local geometric structure
marginal Fisher analysis
Dimensionality Reduction and Classification of Hyperspectral Images Using Ensemble Discriminative Local Metric Learning
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 卷号: 55, 期号: 5
作者:
Dong, Yanni
;
Du, Bo
;
Zhang, Liangpei
;
Zhang, Lefei
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/05
Dimensionality reduction
ensemble learning
hyperspectral image (HSI) classification
local discriminative distance metrics
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