Michal Nowicki

Improving accuracy of feature-based RGB-D SLAM by modeling spatial uncertainty of point features

Many recent solutions to the RGB-D SLAM problem use the pose-graph optimization approach, which marginalizes out the actual depth measurements. In this paper we employ the same type of factor graph optimization, but we investigate the gains coming from maintaining a map of RGBD point features and mo