BOEM-SLAM: A Block Online EM Algorithm for the Visual-Inertial SLAM Backend
In this paper we present BOEM-SLAM, a backend for visual-inertial SLAM systems capable of creating a globally consistent trajectory and map without retaining the entire history of data. By leveraging the hidden Markov model structure, BOEM-SLAM can summarize historical data into sufficient statistic…