Mean Field Network based Graph Refinement with application to Airway Tree Extraction

10 Apr 2018Raghavendra SelvanMax WellingJesper H. PedersenJens PetersenMarleen de Bruijne

We present tree extraction in 3D images as a graph refinement task, of obtaining a subgraph from an over-complete input graph. To this end, we formulate an approximate Bayesian inference framework on undirected graphs using mean field approximation (MFA)... (read more)

PDF Abstract

Code


No code implementations yet. Submit your code now

Results from the Paper


  Submit results from this paper to get state-of-the-art GitHub badges and help the community compare results to other papers.