AbstractRecently,ConvolutionalNeuralNetwork(CNN)hasachievedgreatsuccessinfacedetection.However,itre-mainsachallengingproblemforthecurrentfacedetectionmethodsowingtohighdegreeofvariabilityinscale,pose,occlusion,expression,appearanceandillumination.Inthispaper,weproposeanovelfacedetectio