LLFA-Net: a collaborative CNN-transformer framework for land cover classification using high-resolution remote sensing images
Experimental results on the ISPRS Potsdam and Vaihingen benchmark datasets show that the proposed CNN-Transformer model attains highly competitive segmentation performance while maintaining computational efficiency.