Visual recognition methods of human-object interaction from object recognition,action recognition and human-object interaction activity are researched.First,a vision recognition model is given,then object recognition in the context of the action recognition,the action recognition in context of the object recognition,human-object interaction activity recognition,object recognition based graph model,action and object recognition from interaction activity are researched.At last,Human-Object interaction recognition methods are compared.