Although many state-of-the-art object detectors have been developed, detecting small and densely packed objects with complicated orientations in remote sensing aerial images remains challenging. For detection images, different scales, sizes, appearances, of from categories could most likely enlarge the variance error. Undoubtedly, error should a non-negligible impact on performance. Motivated b...