Convolutional neural network-based coarse initial position estimation of a monocular camera in large-scale 3D light detection and ranging maps:

Initial position estimation in global maps, which is a prerequisite for accurate localization, plays a critical role in mobile robot navigation tasks. Global positioning system signals often become...