Extracting building footprints in dense settlements as well sparse settlements amidst tree canopywith a high accuracy is a challenge. The extraction of building footprint from Optical satelliteimageries on the above said areas throws high false positive outcomes. The Department is looking for a betteralgorithm or alternative methodologies