Frequency-domain guided swin transformer and global-local feature integration for remote sensing images semantic segmentation.
(2025)
Journal Article
ZHANG, H., XIE, G., LI, L., XIE, X. and REN, J. 2025. Frequency-domain guided swin transformer and global-local feature integration for remote sensing images semantic segmentation. IEEE Transactions on geoscience and remote sensing [online], 63, article number 5612611. Available from: https://doi.org/10.1109/TGRS.2025.3535724
Convolutional Neural Networks (CNNs), transformers, and the hybrid methods have been significant application in remote sensing. However, existing methods are limited in effectively modeling frequency domain information, which affects their ability to... Read More about Frequency-domain guided swin transformer and global-local feature integration for remote sensing images semantic segmentation..