Randomized Locality-Preserving Discriminant Analysis for Dimensionality Reduction and Hyperspectral Image Classification

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

10.1109/igarss.2019.8899852 ◽

2019 ◽

Author(s):

Vineetha Menon

Keyword(s):

Discriminant Analysis ◽

Dimensionality Reduction ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Locality Preserving

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Locality-preserving discriminant analysis for hyperspectral image classification using local spatial information

2012 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2012.6351702 ◽

2012 ◽

Author(s):

Wei Li ◽

Saurabh Prasad ◽

Zhen Ye ◽

James E. Fowler ◽

Minshan Cui

Keyword(s):

Discriminant Analysis ◽

Image Classification ◽

Spatial Information ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Locality Preserving ◽

Local Spatial Information

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Dimensionality Reduction and Linear Discriminant Analysis for Hyperspectral Image Classification

Lecture Notes in Computer Science - Knowledge-Based Intelligent Information and Engineering Systems ◽

10.1007/978-3-540-85567-5_49 ◽

2008 ◽

pp. 392-399 ◽

Author(s):

Qian Du ◽

Nicolas H. Younan

Keyword(s):

Discriminant Analysis ◽

Dimensionality Reduction ◽

Linear Discriminant Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Linear Discriminant

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Randomized independent component analysis and linear discriminant analysis dimensionality reduction methods for hyperspectral image classification

Journal of Applied Remote Sensing ◽

10.1117/1.jrs.14.036507 ◽

2020 ◽

Vol 14 (03) ◽

pp. 1

Author(s):

Chippy Jayaprakash ◽

Bharath Bhushan Damodaran ◽

Sowmya Viswanathan ◽

Kutti Padannayil Soman

Keyword(s):

Discriminant Analysis ◽

Independent Component Analysis ◽

Dimensionality Reduction ◽

Linear Discriminant Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Independent Component ◽

Hyperspectral Image Classification ◽

Linear Discriminant ◽

Reduction Methods

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Locality-Preserving Discriminant Analysis in Kernel-Induced Feature Spaces for Hyperspectral Image Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2011.2128854 ◽

2011 ◽

Vol 8 (5) ◽

pp. 894-898 ◽

Author(s):

Wei Li ◽

Saurabh Prasad ◽

James E. Fowler ◽

Lori Mann Bruce

Keyword(s):

Discriminant Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Locality Preserving ◽

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Hyperspectral Image Classification Algorithm Based on Gabor Feature and Locality-Preserving Dimensionality Reduction

Acta Optica Sinica ◽

10.3788/aos201636.1028003 ◽

2016 ◽

Vol 36 (10) ◽

pp. 1028003 ◽

Author(s):

叶珍 Ye Zhen ◽

白璘 Bai Lin ◽

粘永健 Nian Yongjian

Keyword(s):

Dimensionality Reduction ◽

Image Classification ◽

Hyperspectral Image ◽

Classification Algorithm ◽

Hyperspectral Image Classification ◽

Locality Preserving ◽

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Semi-supervised local discriminant analysis with nearest neighbors for hyperspectral image classification

2014 IEEE Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2014.6946780 ◽

2014 ◽

Author(s):

Chih-Sheng Chang ◽

Kai-Ching Chen ◽

Bor-Chen Kuo ◽

Min-Shian Wang ◽

Cheng-Hsuan Li

Keyword(s):

Discriminant Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Nearest Neighbors ◽

Hyperspectral Image Classification

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Independent Component Discriminant Analysis for hyperspectral image classification

2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing ◽

10.1109/whispers.2010.5594853 ◽

2010 ◽

Author(s):

A Villa ◽

J A Benediktsson ◽

J Chanussot ◽

C Jutten

Keyword(s):

Discriminant Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Independent Component ◽

Hyperspectral Image Classification

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Semi-Supervised Locality Preserving Dense Graph Neural Network With ARMA Filters and Context-Aware Learning for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2021.3100578 ◽

2021 ◽

pp. 1-12

Author(s):

Yao Ding ◽

Xiaofeng Zhao ◽

Zhili Zhang ◽

Wei Cai ◽

Nengjun Yang ◽

...

Keyword(s):

Neural Network ◽

Image Classification ◽

Hyperspectral Image ◽

Context Aware ◽

Hyperspectral Image Classification ◽

Dense Graph ◽

Locality Preserving

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Supervised Spatially Coherent Nonlinear Dimensionality Reduction for Hyperspectral Image Classification

2021 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) ◽

10.1109/whispers52202.2021.9484060 ◽

2021 ◽

Author(s):

Sergio D. Manzanarez ◽

Vidya Manian

Keyword(s):

Dimensionality Reduction ◽

Image Classification ◽

Hyperspectral Image ◽

Nonlinear Dimensionality Reduction ◽

Hyperspectral Image Classification

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High-level hyperspectral image classification based on spectro-spatial dimensionality reduction

Spatial Statistics ◽

10.1016/j.spasta.2016.02.003 ◽

2016 ◽

Vol 16 ◽

pp. 103-117 ◽

Author(s):

Akrem Sellami ◽

Imed Riadh Farah

Keyword(s):

Dimensionality Reduction ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Spatial Dimensionality

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