Open Access

ARTICLE

Improving Generalization for Hyperspectral Image Classification: The Impact of Disjoint Sampling on Deep Models

Muhammad Ahmad^1,*, Manuel Mazzara², Salvatore Distefano³, Adil Mehmood Khan⁴, Hamad Ahmed Altuwaijri⁵

1 Department of Computer Science, National University of Computer and Emerging Sciences, Chiniot, 35400, Pakistan
2 Institute of Software Development and Engineering, Innopolis University, Innopolis, 420500, Russia
3 Dipartimento di Matematica e Informatica—MIFT, University of Messina, Messina, 98121, Italy
4 School of Computer Science, University of Hull, Hull, HU6 7RX, UK
5 Department of Geography, College of Humanities and Social Sciences, King Saud University, Riyadh, 11451, Saudi Arabia

* Corresponding Author: Muhammad Ahmad. Email: