Weakly supervised training of deep convolutional neural networks for overhead pedestrian localization in depth fields

Alessandro Corbetta, Vlado Menkovski, Federico Toschi

Overhead depth map measurements capture sufficient amount of information to enable human experts to track pedestrians accurately. However, fully automating this process using image…