Based on analyzing line structure of runway,a new method to automatically detect runways in remote sensing image is presented.Firstly, line structure of the image by mathematical morphology is extracted.Then straight-line is grouped through dynamic clustering.Finally lines are relinked and runway are paired. Through runway′s localization, the recognition of airfield is realized.The experimental results show that this method has a perfect performance and usability to identify airfield of remote sensing images.