Large-Scale Monitoring of New Built-Up Areas from Joint Use of Sentinel-1/2 Images

Building detection can be achieved manually by human experts from optical multispectral (MS) images. However, the time required to perform manual labeling and the landscape variability due to seasonal changes make this process very time consuming and almost unfeasible for large scale monitoring.