Edge-guided and Class-balanced Active Learning for Semantic Segmentation of Aerial Images

Lianlei Shan, Weiqiang Wang, Ke Lv +1

Semantic segmentation requires pixel-level annotation, which is time-consuming. Active Learning (AL) is a promising method for reducing data annotation costs. Due to the gap betwee…