Continental-Scale Building Detection from High Resolution Satellite Imagery

논문 링크 : https://arxiv.org/abs/2107.12283contiental 대륙의 고해상도 위성 이미지에서 대륙 규모 건물 감지Identifying the locations and footprints of buildings is vital fo

Building footprints are useful for a range of important applications, from mapping, population estimation and urban planning to humanitarian response

Instance segmentation is a well-studied task, though most literature on instance segmentation methods are concerned with detecting objects in photos.

3.3 Self-training data

Our experiments are based on the U-Net model 1, which is commonly used for segmentation of satellite images.우리의 실험은 위성 이미지의 분할에 일반적으로 사용되는 U-Net 모델1을