Variational State-Space Models for Localisation and Dense 3D Mapping in 6 DoF

Atanas Mirchev, Baris Kayalibay, Patrick van der Smagt +1

We solve the problem of 6-DoF localisation and 3D dense reconstruction in spatial environments as approximate Bayesian inference in a deep state-space model. Our approach leverages…