… 3D information in an object detection task. In particular, we demonstrate how an efficient car
detector for aerial images … algorithm to incrementally improve the detection results. Initially, …

… propose a novel car detection framework in UAV images that is … learning approaches to
achieve higher detection rates and lower … Car detection from high-resolution aerial imagery using …

… The vehicle detection in aerial images has a large literature; here, … Pan, “Vehicle detection
in satellite images by hybrid deep … Bauer, “A 3D teacher for car detection in aerial images,” in …

… vehicle detection framework for simultaneously extracting vehicle’s location and attributes in
large-scale aerial images … The first eight UAV images were taken over the Faculty of Science …

… car detection techniques which mainly exploit low resolution images, and many of them are
based on satellite imagery. … Bishof, “A 3D teacher for car detection in aerial images,” in Proc. …

… provided for the 3D cases as well as LiDAR, thermal imaging, and event… to object detection
by exploiting the teacher regression loss … Vehicle detection in aerial images is a crucial image …

… Bischof, “A 3D teacher for car detection in aerial images,” in ICCV, Rio de Janeiro, Brazil, …
Stilla, “Automatic vehicle detection in aerial image sequences of urban areas using 3D HOG …

… 2) We describe the most used aerial image/video benchmark datasets and their properties
while presenting for what application each dataset is better for. 3) We present the best …

… The first eight UAV images [3,4] were taken over the Faculty of Science of the University of
… method for vehicle detection in aerial images with different scales, we resized the image for …

… vehicle detection framework called rotation-invariant cascade forest (RICF) which can effectively
detect vehicles in aerial images… Bauer, ‘‘A 3d teacher for car detection in aerial images,’’ …