Abstract: Deep learning methods are widely used in building information extraction from remote sensing images (RSIs). However, this task still faces great challenges. First, it is difficult to perform ...

Abstract: This study addresses critical challenges in small target building extraction from high-resolution remote sensing imagery, particularly instance separation difficulties and boundary precision ...