River boundaries extraction in mountain areas for SAR images with fusing GIS information

River boundaries extraction on SAR images is valuable for flood monitoring. Traditional methods usually failed in high relief areas. We proposed a river boundaries extraction method to conquer the difficulty to discriminate rivers from mountain shadows through fusing GIS information.