An adaptive fuzzy-genetic algorithm approach for building detection using high-resolution satellite images

► The buildings were detected from high-resolution satellite imagery. ► The proposed method was based on an adaptive fuzzy-genetic algorithm approach. ► Image morphology was applied as a post-processing step. ► The adaptive fuzzy logic module improved the building extraction performance. ► The extraction performance was quite satisfactory for urban and suburban buildings.