Discriminant Analysis with Graph Learning for Hyperspectral Image Classification

Mulin Chen; Qi Wang; Xuelong Li

doi:10.3390/rs10060836

Discriminant Analysis with Graph Learning for Hyperspectral Image Classification

Remote Sensing ◽

10.3390/rs10060836 ◽

2018 ◽

Vol 10 (6) ◽

pp. 836 ◽

Cited By ~ 14

Author(s):

Mulin Chen ◽

Qi Wang ◽

Xuelong Li

Keyword(s):

Discriminant Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Graph Learning

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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 ◽

Cited By ~ 1

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 ◽

Cited By ~ 3

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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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 ◽

Cited By ~ 3

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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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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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 ◽

Cited By ~ 6

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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Sparse-Adaptive Hypergraph Discriminant Analysis for Hyperspectral Image Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2019.2936652 ◽

2020 ◽

Vol 17 (6) ◽

pp. 1082-1086 ◽

Cited By ~ 29

Author(s):

Fulin Luo ◽

Liangpei Zhang ◽

Xiaocheng Zhou ◽

Tan Guo ◽

Yanxiang Cheng ◽

...

Keyword(s):

Discriminant Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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Unsupervised constrained linear Fisher's discriminant analysis for hyperspectral image classification

10.1117/12.564277 ◽

2004 ◽

Cited By ~ 6

Author(s):

Bahong Ji ◽

Chein-I Chang ◽

Janet L. Jensen ◽

James O. Jensen

Keyword(s):

Discriminant Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Fisher’S Discriminant Analysis

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On the performance improvement for linear discriminant analysis-based hyperspectral image classification

2008 IAPR Workshop on Pattern Recognition in Remote Sensing (PRRS 2008) ◽

10.1109/prrs.2008.4783168 ◽

2008 ◽

Cited By ~ 3

Author(s):

Qian Du ◽

Nicolas H. Younan

Keyword(s):

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Image Classification ◽

Performance Improvement ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Linear Discriminant

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A new subspace discriminant analysis approach for supervised hyperspectral image classification

2011 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2011.6050086 ◽

2011 ◽

Author(s):

Jun Li ◽

Jose M. Bioucas-Dias ◽

Antonio Plaza

Keyword(s):

Discriminant Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Analysis Approach ◽

Hyperspectral Image Classification

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Hyperspectral Image Classification Based on Quadratic Fisher's Discriminant Analysis and Multi-class Support Vector Machine

IETE Journal of Research ◽

10.1080/03772063.2014.962629 ◽

2014 ◽

Vol 60 (6) ◽

pp. 406-413 ◽

Cited By ~ 1

Author(s):

Rig Das ◽

Ratnakar Dash ◽

Banshidhar Majhi

Keyword(s):

Support Vector Machine ◽

Discriminant Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Support Vector ◽

Hyperspectral Image Classification ◽

Fisher’S Discriminant Analysis

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