Coastline detection in Synthetic Aperture Radar (SAR) images plays a significant role in various sorts of marine application such as autonomous navigation and geographic mapping. Several methods used in recent years for applying SAR imagery to coastline detection and edge detection are reviewed, summarized and compared with each other in this paper. In addition, future research and development trend is predicted.