Flooded area detection using UAV images

In this paper, we propose an unsupervised technique for the detection of flooded areas using images acquired by a fixed-wing unmanned aerial vehicle (UAV). The proposed methodology for the detection of the flooded areas considers the development of an algorithm based on k means clustering and texture analysis using co-occurrence matrix.