Fast dimensionality reduction and classification of hyperspectral images with extreme learning machines

Hyperspectral Images ◽

Dimensionality Reduction and Classification of Hyperspectral Images Using Object-Based Image Analysis

Journal of the Indian Society of Remote Sensing ◽

10.1007/s12524-018-0803-1 ◽

2018 ◽

Vol 46 (8) ◽

pp. 1297-1306 ◽

Cited By ~ 4

Author(s):

Taskin Kavzoglu ◽

Hasan Tonbul ◽

Merve Yildiz Erdemir ◽

Ismail Colkesen

Keyword(s):

Image Analysis ◽

Hyperspectral Images ◽

Object Based Image Analysis ◽

Object Based

Morphological extreme learning machines applied to the detection and classification of mammary lesions

Advanced Machine Vision Paradigms for Medical Image Analysis ◽

10.1016/b978-0-12-819295-5.00003-2 ◽

2021 ◽

pp. 55-95

Author(s):

Washington Wagner Azevedo da Silva ◽

Maíra Araújo de Santana ◽

Abel Guilhermino da Silva Filho ◽

Sidney Marlon Lopes de Lima ◽

Wellington Pinheiro dos Santos

Keyword(s):

Classification of Apricot Leaves with Extreme Learning Machines Using Deep Features

2019 1st International Informatics and Software Engineering Conference (UBMYK) ◽

10.1109/ubmyk48245.2019.8965491 ◽

2019 ◽

Author(s):

Berna Ari ◽

Ali Ari ◽

Abdulkadir Sengur ◽

Seda Arslan Tuncer

Keyword(s):

2014 IEEE International Conference on Computational Intelligence and Computing Research ◽

Binary classification of cancer microarray gene expression data using extreme learning machines

10.1109/iccic.2014.7238297 ◽

2014 ◽

Cited By ~ 5

Author(s):

C. Arun Kumar ◽

S. Ramakrishnan

Keyword(s):

Gene Expression ◽

Gene Expression Data ◽

Binary Classification ◽

Microarray Gene Expression Data ◽

Expression Data ◽

Microarray Gene Expression ◽

Learning Machines ◽

Microarray Gene

Convolution neural network joint with mixture of extreme learning machines for feature extraction and classification of accident images

Journal of Real-Time Image Processing ◽

10.1007/s11554-019-00852-3 ◽

2019 ◽

Vol 17 (4) ◽

pp. 1051-1066 ◽

Cited By ~ 5

Author(s):

Ali Pashaei ◽

Mehdi Ghatee ◽

Hedieh Sajedi

Keyword(s):

Neural Network ◽

Feature Extraction ◽

Convolution Neural Network ◽

Minimum redundancy – Maximum relevance with extreme learning machines for global solar radiation forecasting: Toward an optimized dimensionality reduction for solar time series

Solar Energy ◽

10.1016/j.solener.2017.10.035 ◽

2017 ◽

Vol 158 ◽

pp. 595-609 ◽

Cited By ~ 13

Author(s):

Hassen Bouzgou ◽

Christian A. Gueymard

Keyword(s):

Time Series ◽

Solar Radiation ◽

Global Solar Radiation ◽

Minimum Redundancy Maximum Relevance

Solar Time ◽

Learning Machines ◽

Multi-channel descriptors and ensemble of Extreme Learning Machines for classification of remote sensing images

Signal Processing Image Communication ◽

10.1016/j.image.2015.09.004 ◽

2015 ◽

Vol 39 ◽

pp. 111-120 ◽

Cited By ~ 5

Author(s):

Stevica Cvetković ◽

Miloš B. Stojanović ◽

Saša V. Nikolić

Keyword(s):

Remote Sensing ◽

Remote Sensing Images ◽

Dimensionality Reduction and Classification of Hyperspectral Images Using Ensemble Discriminative Local Metric Learning

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2016.2645703 ◽

2017 ◽

Vol 55 (5) ◽

pp. 2509-2524 ◽

Cited By ~ 59

Author(s):

Yanni Dong ◽

Bo Du ◽

Liangpei Zhang ◽

Lefei Zhang

Keyword(s):

Metric Learning ◽

Hyperspectral Images

Probabilistic Classification of Hyperspectral Images by Learning Nonlinear Dimensionality Reduction Mapping

2006 9th International Conference on Information Fusion ◽

10.1109/icif.2006.301586 ◽

2006 ◽

Cited By ~ 4

Author(s):

X. Wang ◽

Suresh Kumar ◽

Fabio Ramos ◽

Tobias Kaupp ◽

Ben Upcroft ◽

...

Keyword(s):

Hyperspectral Images ◽

Nonlinear Dimensionality Reduction ◽

Probabilistic Classification

Extreme Learning Machines for approximating nonlinear dimensionality reduction mappings: Application to Haptic handwritten signatures

2016 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2016.7727568 ◽

2016 ◽

Cited By ~ 1

Author(s):

Julio J. Valdes ◽

Fawaz A. Alsulaiman ◽

Abdulmotaleb El Saddik

Keyword(s):

Nonlinear Dimensionality Reduction ◽