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)

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