Drones equipped with cameras have been fast deployed to a wide range of applications,
such as agriculture, aerial photography, fast delivery, and surveillance. As the core steps in …

Drones, or general UAVs, equipped with cameras have been fast deployed with a wide
range of applications, including agriculture, aerial photography, and surveillance …

In this paper we present a large-scale visual object detection and tracking benchmark,
named VisDrone2018, aiming at advancing visual understanding tasks on the drone …

With the increasing popularity of Unmanned Aerial Vehicles (UAVs) in computer vision-
related applications, intelligent UAV video analysis has recently attracted the attention of an …

State-of-the-art object detectors and trackers are developing fast. Trackers are in general
more efficient than detectors but bear the risk of drifting. A question is hence raised–how to …

Video object detection is a fundamental research task for scene understanding. Compared
with object detection in images, object detection in videos has been less researched due to …

With the advantage of high mobility, Unmanned Aerial Vehicles (UAVs) are used to fuel
numerous important applications in computer vision, delivering more efficiency and …

To deal with the challenges in video object detection (VOD), such as occlusion and motion
blur, many state-of-the-art video object detectors adopt a feature aggregation module to …

Scaling object taxonomies is one of the important steps toward a robust real-world
deployment of recognition systems. We have faced remarkable progress in images since the …

Video object detection has drawn great attention recently. The Vision Meets Drone Object
Detection in Video Challenge 2019 (VisDrone-VID2019) is held to advance the state-of-the …