Mixed pixel classification on hyperspectral image using imbalanced learning and hyperparameter tuning methods

• Main Authors: Purwadi, Abu, Nur Azman, Mohd, Othman, Kusuma, Bagus Adhi
• Format: Article
• Language: English
• Published: Information Technology Department, Politeknik Negeri Padang 2023
• Online Access: http://eprints.utem.edu.my/id/eprint/27128/2/0119703102023375.PDF; http://eprints.utem.edu.my/id/eprint/27128/; https://joiv.org/index.php/joiv/article/view/1758; http://dx.doi.org/10.30630/joiv.7.3.1758

Hyperspectral image technology in land classification is a distinct advantage compared to ordinary RGB and multispectral images. This technology has a wide spectrum of electromagnetic waves, which can be more detailed than other types of imagery. Therefore, with its hyperspectral advantages, the cha...