Monocular SLAM with Conditionally Independent Split Mapping.

The recovery of structure from motion in real time over extended areas demands methods that mitigate the effects of computational complexity and arithmetical inconsistency. In this paper we develop SCISM, an algorithm based on relative frame bundle adjustment, which splits the recovered map of 3D la...