Attention-based multiscale deep learning with unsampled pixel utilization for hyperspectral image classification

• Main Authors: AL-Kubaisi, Mohammed Ahmed, Shafri, Helmi Z. M., Ismail, Mohd Hasmadi, Yusof, Mohd Johari Mohd, Jahari bin Hashim, Shaiful
• Format: Article
• Published: Taylor and Francis 2023
• Online Access: http://psasir.upm.edu.my/id/eprint/106823/; https://www.tandfonline.com/doi/full/10.1080/10106049.2023.2231428
• Institution: Universiti Putra Malaysia

In this research, a deep learning approach for hyperspectral image (HSI) classification was developed, incorporating attention mechanisms, multiscale feature learning, and utilization of unsampled pixels. The proposed model, multiscale attention-based hybrid spectral network and UNet (MSA-HybridSN-U...