Brain Image Classification Based on Automated Morphometry and Penalised Linear Discriminant Analysis with Resampling

Proceedings of the 2015 Federated Conference on Computer Science and Information Systems ◽

10.15439/2015f147 ◽

2015 ◽

Author(s):

Eva Janoušová ◽

Daniel Schwarz ◽

Giovanni Montana ◽

Tomas Kasparek

Keyword(s):

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Image Classification ◽

Linear Discriminant ◽

Brain Image ◽

Automated Morphometry

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

Fast orthogonal linear discriminant analysis with application to image classification

Neurocomputing ◽

10.1016/j.neucom.2015.01.045 ◽

2015 ◽

Vol 158 ◽

pp. 216-224 ◽

Author(s):

Qiaolin Ye ◽

Ning Ye ◽

Tongming Yin

Keyword(s):

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Image Classification ◽

Linear Discriminant

Download Full-text

Fast orthogonal linear discriminant analysis with applications to image classification

2014 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2014.6889388 ◽

2014 ◽

Author(s):

Q. L. Ye ◽

N. Ye ◽

H. F. Zhang ◽

C. X. Zhao

Keyword(s):

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

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

Exploration of linear discriminant analysis for transform coding in distributed image classification

The Thrity-Seventh Asilomar Conference on Signals, Systems & Computers, 2003 ◽

10.1109/acssc.2003.1292260 ◽

2004 ◽

Author(s):

H. Xie ◽

A. Ortega

Keyword(s):

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Image Classification ◽

Transform Coding ◽

Linear Discriminant

Download Full-text

Linear discriminant analysis representation and CRC representation for image classification

2016 2nd IEEE International Conference on Computer and Communications (ICCC) ◽

10.1109/compcomm.2016.7924804 ◽

2016 ◽

Author(s):

Chunwei Tian ◽

Qi Zhang ◽

Guanglu Sun ◽

Yuan Sun

Keyword(s):

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Image Classification ◽

Linear Discriminant

Download Full-text

Combined particle swarm optimization and linear discriminant analysis for landslide image classification: application to a case study in Taiwan

Environmental Earth Sciences ◽

10.1007/s12665-014-3050-y ◽

2014 ◽

Vol 72 (5) ◽

pp. 1453-1464 ◽

Author(s):

Shiuan Wan ◽

Shih-Hsun Chang

Keyword(s):

Particle Swarm Optimization ◽

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Image Classification ◽

Particle Swarm ◽

Swarm Optimization ◽

Linear Discriminant

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