Moving object detection from aerial images remains an unsolved problem in computer vision research domain. Detection results are not precise due to blurry images, thin edges and noise. Various methods were previously proposed for moving which could provide robust many challenges, i.e., noise, motion detection, lack of appropriate features, effective classification approach, complex background v...