Lei Zhang

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Here is an ontology graph of many existing image segmentation approaches that I drew before. Hopefully it can be useful for researchers in this field :)

Abbreviations: 

GM - Graphical Model; 
MRF - Markov Random Field; 
CRF - Conditional Random Field; 
BN - Bayesian Network;
PBT - Probabilistic Boosting Tree;
CDT - Constrained Delauny Triangulation;
SVM - Support Vector Machine;
MOG - Mixture of Gaussians