This algorithm is designed to segment an satellite image using Kmeans, and then all kmeans clusters Satellite image (target image) and template image using local binary pattern (LBP) and then applied various template matching techniques between LBP Kmeans cluster and LBP template image to find the matching regions. This algorithm is designed to work with satellite images to extract the water bodies (lake, river, ocean, etc.)-This algorithm is designed to segment an satellite image using Kmeans, and then all kmeans clusters Satellite image (target image) and template image using local binary pattern (LBP) and then applied various template matching　techniques between LBP Kmeans cluster and LBP template image to find the matching regions. This algorithm is designed to work with satellite images to extract the water bodies (lake, river, ocean, etc.)