DPDnet: A Robust People Detector using Deep Learning with an Overhead Depth Camera

David Fuentes-Jimenez, Roberto Martin-Lopez, Cristina Losada-Gutierrez +4

In this paper we propose a method based on deep learning that detects multiple people from a single overhead depth image with high reliability. Our neural network, called DPDnet, i…