Towards the unification of structural and statistical pattern recognition

► The unification of statistical and structural pattern recognition has been a concern for a long time. ► We review attempts made towards bridging the gap between both approaches. ► The aim is to profit from the benefits of each approach and eliminate the drawbacks. ► In an experimental evaluation we show the novel procedures are more powerful than approaches from the early period.