Saikat Basu

Improved Road Connectivity by Joint Learning of Orientation and Segmentation

Road network extraction from satellite images often produce fragmented road segments leading to road maps unfit for real applications. Pixel-wise classification fails to predict topologically correct and connected road masks due to the absence of connectivity supervision and difficulty in enforcing…