From Pixels to Buildings: End-to-end Probabilistic Deep Networks for Large-scale Semantic Mapping

Kaiyu Zheng, Andrzej Pronobis

We introduce TopoNets, end-to-end probabilistic deep networks for modeling semantic maps with structure reflecting the topology of large-scale environments. TopoNets build a unifie…