Local Geometric Structure Feature for Dimensionality Reduction of Hyperspectral Imagery

Fulin Luo; Hong Huang; Yule Duan; Jiamin Liu; Yinghua Liao

doi:10.3390/rs9080790

Local Geometric Structure Feature for Dimensionality Reduction of Hyperspectral Imagery

Remote Sensing ◽

10.3390/rs9080790 ◽

2017 ◽

Vol 9 (8) ◽

pp. 790 ◽

Cited By ~ 68

Author(s):

Fulin Luo ◽

Hong Huang ◽

Yule Duan ◽

Jiamin Liu ◽

Yinghua Liao

Keyword(s):

Dimensionality Reduction ◽

Geometric Structure ◽

Hyperspectral Imagery ◽

Structure Feature ◽

Local Geometric Structure

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Unsupervised Dimensionality Reduction for Hyperspectral Imagery via Local Geometric Structure Feature Learning

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2019.2944970 ◽

2020 ◽

Vol 17 (8) ◽

pp. 1425-1429 ◽

Cited By ~ 5

Author(s):

Guangyao Shi ◽

Hong Huang ◽

Lihua Wang

Keyword(s):

Dimensionality Reduction ◽

Geometric Structure ◽

Hyperspectral Imagery ◽

Feature Learning ◽

Structure Feature ◽

Local Geometric Structure

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Dimensionality reduction of hyperspectral images with local geometric structure Fisher analysis

2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2016.7729004 ◽

2016 ◽

Author(s):

Fulin Luo ◽

Hong Huang ◽

Yaqiong Yang ◽

ZhiYong Lv

Keyword(s):

Dimensionality Reduction ◽

Geometric Structure ◽

Hyperspectral Images ◽

Local Geometric Structure

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Supervised Dimensionality Reduction of Hyperspectral Imagery via Local and Global Sparse Representation

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2021.3069030 ◽

2021 ◽

pp. 1-1

Author(s):

Faxian Cao ◽

Zhijing Yang ◽

Xiaobin Hong ◽

Yongqiang Chen ◽

Yuezhen Huang ◽

...

Keyword(s):

Dimensionality Reduction ◽

Sparse Representation ◽

Hyperspectral Imagery

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Dimensionality reduction and classification based on lower rank tensor analysis for hyperspectral imagery

JOURNAL OF INFRARED AND MILLIMETER WAVES ◽

10.3724/sp.j.1010.2013.00569 ◽

2013 ◽

Vol 32 (6) ◽

pp. 569

Author(s):

Zhao CHEN ◽

Bin WANG ◽

Li-Ming ZHANG

Keyword(s):

Dimensionality Reduction ◽

Hyperspectral Imagery ◽

Tensor Analysis ◽

Lower Rank ◽

Rank Tensor

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Dimensionality Reduction of Hyperspectral Imagery Data for FeatureClassification

Handbook of Geomathematics ◽

10.1007/978-3-642-01546-5_34 ◽

2010 ◽

pp. 1005-1047 ◽

Cited By ~ 6

Author(s):

Charles K. Chui ◽

Jianzhong Wang

Keyword(s):

Dimensionality Reduction ◽

Hyperspectral Imagery ◽

Imagery Data

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Dimensionality Reduction of Hyperspectral Imagery Data for FeatureClassification

10.1007/springerreference_205082 ◽

2012 ◽

Keyword(s):

Dimensionality Reduction ◽

Hyperspectral Imagery ◽

Imagery Data

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Dimensionality Reduction Using Band Correlation and Variance Measure from Discrete Wavelet Transformed Hyperspectral Imagery

Annals of Data Science ◽

10.1007/s40745-019-00210-x ◽

2019 ◽

Cited By ~ 1

Author(s):

Arati Paul ◽

Nabendu Chaki

Keyword(s):

Dimensionality Reduction ◽

Hyperspectral Imagery ◽

Discrete Wavelet

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Dimensionality Reduction of Hyperspectral Imagery

Optical Satellite Signal Processing and Enhancement ◽

10.1117/3.1000981.ch13 ◽

2013 ◽

Cited By ~ 1

Keyword(s):

Dimensionality Reduction ◽

Hyperspectral Imagery

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Spectral-Angle-based Laplacian Eigenmaps for Nonlinear Dimensionality Reduction of Hyperspectral Imagery

Photogrammetric Engineering & Remote Sensing ◽

10.14358/pers.80.9.849 ◽

2014 ◽

Vol 80 (9) ◽

pp. 849-861 ◽

Cited By ~ 12

Author(s):

Lin Yan ◽

Xutong Niu

Keyword(s):

Dimensionality Reduction ◽

Hyperspectral Imagery ◽

Nonlinear Dimensionality Reduction ◽

Laplacian Eigenmaps ◽

Spectral Angle

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Spatial-spectral dimensionality reduction of hyperspectral imagery with partial knowledge of class labels

10.1117/12.2177139 ◽

2015 ◽

Cited By ~ 7

Author(s):

Nathan D. Cahill ◽

Selene E. Chew ◽

Paul S. Wenger

Keyword(s):

Dimensionality Reduction ◽

Hyperspectral Imagery ◽

Partial Knowledge ◽

Spectral Dimensionality ◽

Class Labels

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