Xiaofei Shao

GraphCSPN: Geometry-Aware Depth Completion via Dynamic GCNs

"Image guided depth completion aims to recover per-pixel dense depth maps from sparse depth measurements with the help of aligned color images, which has a wide range of applications from robotics to autonomous driving. However, the 3D nature of sparse-to-dense depth completion has not been fully ex…