Patch-Based and Tensor-Patch-Based Dimension Reduction Methods for Hyperspectral Images

IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2019.8898036 ◽

2019 ◽

Author(s):

Boyu Feng ◽

Jinfei Wang ◽

Kaizhong Zhang

Keyword(s):

Dimension Reduction ◽

Hyperspectral Images ◽

Reduction Methods

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A comparative analysis of classification methods for hyperspectral images generated with conventional dimension reduction methods

TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES ◽

10.3906/elk-1503-167 ◽

2017 ◽

Vol 25 ◽

pp. 58-72 ◽

Author(s):

Ozan ARSLAN ◽

Özer AKYÜREK ◽

Şinasi KAYA

Keyword(s):

Comparative Analysis ◽

Dimension Reduction ◽

Hyperspectral Images ◽

Classification Methods ◽

Reduction Methods

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Nonlinear dimension reduction methods and segmentation of hyperspectral images

2008 IEEE 16th Signal Processing, Communication and Applications Conference ◽

10.1109/siu.2008.4632577 ◽

2008 ◽

Author(s):

Gokhan Bilgin ◽

Sarp Erturk ◽

Tulay Yildirim

Keyword(s):

Dimension Reduction ◽

Hyperspectral Images ◽

Nonlinear Dimension Reduction ◽

Reduction Methods ◽

Nonlinear Dimension

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An Analysis of Dimension Reduction Methods Applicable for Out of Sample Problem in Hyperspectral Images

2019 9th International Conference on Recent Advances in Space Technologies (RAST) ◽

10.1109/rast.2019.8767826 ◽

2019 ◽

Author(s):

Atinc Yilmaz ◽

Umit Ozturk

Keyword(s):

Dimension Reduction ◽

Hyperspectral Images ◽

Sample Problem ◽

Out Of Sample ◽

Reduction Methods

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Comparison of Different Dimension Reduction Methods in Classification of Hyperspectral Images

Academic Platform Journal of Engineering and Science ◽

10.21541/apjes.737192 ◽

2021 ◽

Vol 9 (1) ◽

pp. 159-165

Author(s):

Mehmet Zahid YILDIRIM ◽

Caner ÖZCAN ◽

Okan ERSOY

Keyword(s):

Dimension Reduction ◽

Hyperspectral Images ◽

Reduction Methods

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A performance comparison of dimension reduction methods for molecular structure classification

2014 7th International Conference on Biomedical Engineering and Informatics ◽

10.1109/bmei.2014.7002890 ◽

2014 ◽

Author(s):

Zhi-Shui Zhang ◽

Li-Li Cao ◽

Jun Zhang

Keyword(s):

Molecular Structure ◽

Dimension Reduction ◽

Performance Comparison ◽

Reduction Methods ◽

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Dimension reduction methods in graph drawing problem

2014 14th International Conference on Intelligent Systems Design and Applications ◽

10.1109/isda.2014.7066252 ◽

2014 ◽

Author(s):

Lukas Zaoralek ◽

Tomas Burianek ◽

Vaclav Snasel

Keyword(s):

Dimension Reduction ◽

Graph Drawing ◽

Reduction Methods

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Statistical analysis in EMC using dimension reduction methods

2014 IEEE International Symposium on Electromagnetic Compatibility (EMC) ◽

10.1109/isemc.2014.6898990 ◽

2014 ◽

Author(s):

David W P Thomas ◽

Oluwabukola A Oke ◽

Christopher Smartt

Keyword(s):

Statistical Analysis ◽

Dimension Reduction ◽

Reduction Methods

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Cluster-Preserving Dimension Reduction Methods for Efficient Classification of Text Data

Survey of Text Mining ◽

10.1007/978-1-4757-4305-0_1 ◽

2004 ◽

pp. 3-23 ◽

Author(s):

Peg Howland ◽

Haesun Park

Keyword(s):

Dimension Reduction ◽

Text Data ◽

Reduction Methods

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Trace optimization and eigenproblems in dimension reduction methods

Numerical Linear Algebra with Applications ◽

10.1002/nla.743 ◽

2010 ◽

Vol 18 (3) ◽

pp. 565-602 ◽

Author(s):

E. Kokiopoulou ◽

J. Chen ◽

Y. Saad

Keyword(s):

Dimension Reduction ◽

Reduction Methods

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Semi-supervised dimension reduction based on hypergraph embedding for hyperspectral images

International Journal of Remote Sensing ◽

10.1080/01431161.2017.1415480 ◽

2017 ◽

Vol 39 (6) ◽

pp. 1696-1712 ◽

Author(s):

Weibao Du ◽

Wenwen Qiang ◽

Meng Lv ◽

Qiuling Hou ◽

Ling Zhen ◽

...

Keyword(s):

Dimension Reduction ◽

Hyperspectral Images ◽

Supervised Dimension Reduction

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