“In the field of semi supervised segmentation of remote sensing images, researchers have proposed BS5 Net, which effectively improves feature discrimination and boundary segmentation capabilities, optimizes the quality of pseudo label generation, improves utilization, and outperforms existing advanced methods in performance.”