Automaticvideoanalysisfromurbansurveillance camerasisafast-emergingfieldbasedoncomputervision techniques.Wepresenthereacomprehensivereviewofthe state-of-the-artcomputervisionfortrafficvideowithacritical analysisandanoutlooktofutureresearchdirections.Thisfield isof