Graphical Model Inference Algorithms for Map Sparsification*

This paper represents an approach to deal with graph-based map building by clustering the map features. the study will give an intuition about the sparsification of the map features using graph trees. Brief Survey and detailed examination of the subject is also given in the Methodology section. The study is concluded with simulation results and discussions.