[HTML][HTML] Enhancing UAV detection in surveillance camera videos through spatiotemporal information and optical flow

Y Sun, X Zhi, H Han, S Jiang, T Shi, J Gong, W Zhang - Sensors, 2023 - mdpi.com
The growing intelligence and prevalence of drones have led to an increase in their
disorderly and illicit usage, posing substantial risks to aviation and public safety. This paper …

Optical Flow-Guided Deep Convolutional Neural Networks for UAV Detection in Infrared Videos

X Yang, YZ Wang, G Wang - 2022 IEEE 7th International …, 2022 - ieeexplore.ieee.org
Early warning of small civilian UAVs is a critical issue in the field of public security and is a
challenging task in object detection. Video object detection methods based on deep …

YOLO-FEDER FusionNet: A Novel Deep Learning Architecture for Drone Detection

TR Lenhard, A Weinmann, S Jäger, T Koch - arXiv preprint arXiv …, 2024 - arxiv.org
Predominant methods for image-based drone detection frequently rely on employing
generic object detection algorithms like YOLOv5. While proficient in identifying drones …

Lightweight air-to-air unmanned aerial vehicle target detection model

Q Cheng, Y Wang, W He, Y Bai - Scientific Reports, 2024 - nature.com
The rapid expansion of the drone industry has resulted in a substantial increase in the
number of low-altitude drones, giving rise to concerns regarding collision avoidance and …

Transvisdrone: Spatio-temporal transformer for vision-based drone-to-drone detection in aerial videos

T Sangam, IR Dave, W Sultani… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Drone-to-drone detection using visual feed has crucial applications, such as detecting drone
collisions, detecting drone attacks, or coordinating flight with other drones. However, existing …

An Improved YOLOv8 to Detect Moving Objects

M Safaldin, N Zaghden, M Mejdoub - IEEE Access, 2024 - ieeexplore.ieee.org
Deep learning has revolutionized object detection, with YOLO (You Only Look Once)
leading in real-time accuracy. However, detecting moving objects in visual streams presents …

High-speed drone detection based on yolo-v8

JH Kim, N Kim, CS Won - ICASSP 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
Detecting drones in a video is a challenging problem due to their dynamic movements and
varying range of scales. Moreover, since drone detection is often required for security, it …

RANGO: A Novel Deep Learning Approach to Detect Drones Disguising from Video Surveillance Systems

J Han, YF Ren, A Brighente, M Conti - ACM Transactions on Intelligent …, 2024 - dl.acm.org
Video surveillance systems provide means to detect the presence of potentially malicious
drones in the surroundings of critical infrastructures. In particular, these systems collect …

Yolodrone: Improved yolo architecture for object detection in drone images

O Sahin, S Ozer - 2021 44th International Conference on …, 2021 - ieeexplore.ieee.org
Recent advances in robotics and computer vision fields yield emerging new applications for
camera equipped drones. One such application is aerial-based object detection. However …

[PDF][PDF] Automated Drone Detection Using YOLOv4. Drones 2021, 5, 95

S Singha, B Aydin - 2021 - academia.edu
Drones are increasing in popularity and are reaching the public faster than ever before.
Consequently, the chances of a drone being misused are multiplying. Automated drone …