A comprehensive survey for Hyperspectral Image Classification: The evolution from conventional to transformers and Mamba models
(2025)
Journal Article
Ahmad, M., Distefano, S., Khan, A. M., Mazzara, M., Li, C., Li, H., Aryal, J., Ding, Y., Vivone, G., & Hong, D. (2025). A comprehensive survey for Hyperspectral Image Classification: The evolution from conventional to transformers and Mamba models. Neurocomputing, 644, Article 130428. https://doi.org/10.1016/j.neucom.2025.130428
Hyperspectral Image Classification (HSIC) presents significant challenges owing to the high dimensionality and intricate nature of Hyperspectral data. While traditional Machine Learning (TML) approaches have demonstrated effectiveness, they often enc... Read More about A comprehensive survey for Hyperspectral Image Classification: The evolution from conventional to transformers and Mamba models.