Dense and Low-rise Residential Areas Detection by Shadow Data Mining in Urban High-resolution Images

Low density area is one of the main targets of reconstruction in the process of urbanization, and it is also the frequent change areas in building change detection. However, dense and low-rise residential areas are often without obvious shadow features due to over-dense spatial distribution, low height and tree shelter, which further leads to missed and difficult inspection of houses within these ...