A 3D reconstruction system for MAVs using GPU is implemented in our work. We present a highly efficient approach to update the euclidean distance filed (EDF) on a 3D occupancy grid map. The occupancy map is updated with the voxel projection method and EDF is accelerated with dimensionality-reduction Voronoi diagram.