This paper presents a study of an intelligent augmented reality tourist guide application aiming to run on Android smart phones. The strategy for positioning the target scene and intelligent planning strategy of tourist routes are proposed. Some important parts in the system implement stage are also described in detail. The results of a follow-up user study show that the intelligent augmented reality tourist guide application is very helpful for tourists, particularly enhancing self-guided tours and improving tourists' experience in their touring.