/Multiclass-AL-HSIC-using-ELM-SVM-KNN-LORSAL

The demo partially associated with the following papers: "Spatial Prior Fuzziness Pool-Based Interactive Classification of Hyperspectral Images" and "Multiclass Non-Randomized Spectral–Spatial Active Learning for Hyperspectral Image Classification".

Primary LanguageMATLAB

Multiclass-AL-HSIC-using-ELM-SVM-KNN-LORSAL

The demo is impemetned unisg Indain Pines Dataset on which KNN and ELM classifiers are traied from the range of 1-20 NN and 1-500 Hiden Neurons.

The code is partially associated with the following papers: Spatial Prior Fuzziness Pool-Based Interactive Classification of Hyperspectral Images and Multiclass Non-Randomized Spectral–Spatial Active Learning for Hyperspectral Image Classification

" @Article{rs11091136, AUTHOR = {Ahmad, Muhammad and Khan, Asad and Khan, Adil Mehmood and Mazzara, Manuel and Distefano, Salvatore and Sohaib, Ahmed and Nibouche, Omar}, TITLE = {Spatial Prior Fuzziness Pool-Based Interactive Classification of Hyperspectral Images}, JOURNAL = {Remote Sensing}, VOLUME = {11}, YEAR = {2019}, NUMBER = {9}, ARTICLE-NUMBER = {1136}, URL = {https://www.mdpi.com/2072-4292/11/9/1136}, ISSN = {2072-4292}, DOI = {10.3390/rs11091136} } "

and

" @Article{app10144739, AUTHOR = {Ahmad, Muhammad and Mazzara, Manuel and Raza, Rana Aamir and Distefano, Salvatore and Asif, Muhammad and Sarfraz, Muhammad Shahzad and Khan, Adil Mehmood and Sohaib, Ahmed}, TITLE = {Multiclass Non-Randomized Spectral–Spatial Active Learning for Hyperspectral Image Classification}, JOURNAL = {Applied Sciences}, VOLUME = {10}, YEAR = {2020}, NUMBER = {14}, ARTICLE-NUMBER = {4739}, URL = {https://www.mdpi.com/2076-3417/10/14/4739}, ISSN = {2076-3417}, DOI = {10.3390/app10144739} } "