Hyperspectral image classification by integrating attention-based LSTM and hybrid spectral networks

• Main Authors: Ahmed AL-Kubaisi, Mohammed, Shafri, Helmi Zulhaidi Mohd, Ismail, Mohd Hasmadi, Yusof, Mohd Johari Mohd, Hashim, Shaiful Jahari
• Format: Article
• Published: Taylor & Francis 2022
• Online Access: http://psasir.upm.edu.my/id/eprint/101758/; https://www.tandfonline.com/doi/abs/10.1080/01431161.2022.2093621
• Institution: Universiti Putra Malaysia

Though hyperspectral remote sensing images contain rich spatial and spectral information, they pose challenges in terms of feature extraction and mining. This paper describes the integration of a dimensionality reduction technique that employs spectral attention and Hybrid Spectral Networks (HybridS...