Both radial pattern characteristic parameters and circle pattern characteristic parameters are constructed for near infrared (NIR) star objects after their distribution characteristics are analyzed. The characteristic parameter matching recognition is carried out both for the characteristic library obtained in construction and for the starry sky navigation library based on the standard starry sky coordinate data. The result shows that this method is of a certain value in practical application.