Monocular Semantic Occupancy Grid Mapping with Convolutional Variational Encoder-Decoder Networks

Chenyang Lu, Marinus Jacobus Gerardus van de Molengraft, Gijs Dubbelman

In this work, we research and evaluate end-to-end learning of monocular semantic-metric occupancy grid mapping from weak binocular ground truth. The network learns to predict four…