Maize seed classification using hyperspectral image coupled with multi-linear discriminant analysis

Infrared Physics & Technology ◽

10.1016/j.infrared.2019.103077 ◽

2019 ◽

Vol 103 ◽

pp. 103077 ◽

Author(s):

Chao Xia ◽

Sai Yang ◽

Min Huang ◽

Qibing Zhu ◽

Ya Guo ◽

...

Keyword(s):

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Hyperspectral Image ◽

Linear Discriminant

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

The age estimation of blood stains up to 30days old using visible wavelength hyperspectral image analysis and linear discriminant analysis

Science & Justice ◽

10.1016/j.scijus.2013.04.004 ◽

2013 ◽

Vol 53 (3) ◽

pp. 270-277 ◽

Author(s):

Bo Li ◽

Peter Beveridge ◽

William T. O'Hare ◽

Meez Islam

Keyword(s):

Image Analysis ◽

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Age Estimation ◽

Hyperspectral Image ◽

Linear Discriminant ◽

Blood Stains ◽

Hyperspectral Image Analysis ◽

Visible Wavelength

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text