Hyperspectral Image Classification Using Fisher's Linear Discriminant Analysis Feature Reduction with Gabor Filtering and CNN

IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss39084.2020.9323727 ◽

2020 ◽

Author(s):

Meilun Zhou ◽

Sathishkumar Samiappan ◽

Ethan Worch ◽

John E. Ball

Keyword(s):

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Feature Reduction ◽

Hyperspectral Image Classification ◽

Gabor Filtering ◽

Linear Discriminant ◽

Fisher’S Linear Discriminant

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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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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 ◽

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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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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Noise-adjusted subspace linear discriminant analysis for hyperspectral-image classification

2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS) ◽

10.1109/whispers.2012.6874295 ◽

2012 ◽

Author(s):

Wei Li ◽

Saurabh Prasad ◽

James E. Fowler ◽

Qian Du

Keyword(s):

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Linear Discriminant

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Sparse matrix transform-based linear discriminant analysis for hyperspectral image classification

Signal Image and Video Processing ◽

10.1007/s11760-015-0808-y ◽

2015 ◽

Vol 10 (4) ◽

pp. 761-768 ◽

Author(s):

Jiangtao Peng ◽

Tao Luo

Keyword(s):

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Sparse Matrix ◽

Hyperspectral Image Classification ◽

Linear Discriminant ◽

Sparse Matrix Transform

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Hyperspectral image classification using spectral and spatial information based linear discriminant analysis

2011 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2011.6049566 ◽

2011 ◽

Author(s):

Cheng-Hsuan Li ◽

Hui-Shan Chu ◽

Bor-Chen Kuo ◽

Chin-Teng Lin

Keyword(s):

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Image Classification ◽

Spatial Information ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Linear Discriminant

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A Semi-Supervised Feature Extraction based on Supervised and Fuzzy-based Linear Discriminant Analysis for Hyperspectral Image Classification

Applied Mathematics & Information Sciences ◽

10.12785/amis/091l10 ◽

2015 ◽

Vol 9 (1L) ◽

pp. 81-87 ◽

Author(s):

Cheng-Hsuan Li ◽

Hsin-Hua Ho ◽

Bor-Chen Kuo ◽

Jin-Shiuh Taur ◽

Hui-Shan Chu ◽

...

Keyword(s):

Feature Extraction ◽

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Linear Discriminant ◽

Supervised Feature Extraction

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Spectral-spatial linear discriminant analysis for hyperspectral image classification

2013 IEEE International Conference on Cybernetics (CYBCO) ◽

10.1109/cybconf.2013.6617430 ◽

2013 ◽

Author(s):

Haoliang Yuan ◽

Yang Lu ◽

Lina Yang ◽

Huiwu Luo ◽

Yuan Yan Tang

Keyword(s):

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Linear Discriminant

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Unsupervised real-time constrained linear discriminant analysis to hyperspectral image classification

Pattern Recognition ◽

10.1016/j.patcog.2006.08.006 ◽

2007 ◽

Vol 40 (5) ◽

pp. 1510-1519 ◽

Author(s):

Qian Du

Keyword(s):

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Image Classification ◽

Real Time ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Linear Discriminant

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Supervised Hyperspectral Image Classification using SVM and Linear Discriminant Analysis

International Journal of Advanced Computer Science and Applications ◽

10.14569/ijacsa.2020.0111050 ◽

2020 ◽

Vol 11 (10) ◽

Author(s):

Shambulinga M ◽

G. Sadashivappa

Keyword(s):

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Linear Discriminant

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