VisDrone-DET2019: The vision meets drone object detection in image challenge results

D Du, P Zhu, L Wen, X Bian, H Lin… - Proceedings of the …, 2019 - openaccess.thecvf.com
detect objects of ten predefined categories (eg, pedestrian and car) in the VisDrone-DET2019
dataset. Specifically, there are 33 out 47 detection … of object detection algorithms on drone

Improved yolov5: Efficient object detection using drone images under various conditions

HK Jung, GS Choi - Applied Sciences, 2022 - mdpi.com
… of object detection model using drone photography. … It may be applied to object recognition
studies using drones that have … will help use drones to detect objects in various conditions. …

Rrnet: A hybrid detector for object detection in drone-captured images

C Chen, Y Zhang, Q Lv, S Wei… - Proceedings of the …, 2019 - openaccess.thecvf.com
Objects captured by UAVs and drones in city scenes usually come in various … detector,
called RRNet, for object detection in such challenging tasks. We mix up the anchorfree detectors

Visdrone-det2018: The vision meets drone object detection in image challenge results

P Zhu, L Wen, D Du, X Bian, H Ling… - Proceedings of the …, 2018 - openaccess.thecvf.com
… to largely boost the research and development in object detection in images on drone platforms.
… In the following, we discuss some critical issues in object detection on drone platforms. …

VisDrone-DET2021: The vision meets drone object detection challenge results

Y Cao, Z He, L Wang, W Wang… - Proceedings of the …, 2021 - openaccess.thecvf.com
… .com/, which is helpful to further promote object detection research in drone-capture scenarios.
… 2) The motion blur of images caused by drone will make the object hard to distinguish. To …

Drone detection in long-range surveillance videos

M Nalamati, A Kapoor, M Saqib… - 2019 16th IEEE …, 2019 - ieeexplore.ieee.org
… Single Shot Detectors tend to act on the entire image at once and detect … application of
various object detection models and fine-tuned them to get better results for small drones. From …

Object detection-based system for traffic signs on drone-captured images

M Naranjo, D Fuentes, E Muelas, E Diez, L Ciruelo… - Drones, 2023 - mdpi.com
object detection-based system which enables the detection and geo-referencing of different
traffic signs from RGB images captured by a drone’… the most accurate object detection model, …

Fast object detection for quadcopter drone using deep learning

W Budiharto, AAS Gunawan, JS Suroso… - … on computer and …, 2018 - ieeexplore.ieee.org
… to detect objects with different sizes on the image better. SSD only needs an input image and
ground truth boxes for each object … We can therefore detect 20 objects in images (+1 for the …

Object detection from the video taken by drone via convolutional neural networks

C Sun, W Zhan, J She, Y Zhang - Mathematical Problems in …, 2020 - Wiley Online Library
… existing object detection systems and models can be used on image data from a drone.
One of the advantages of using a drone to detect objects in a scene may be that the drone can …

Multiscale object detection from drone imagery using ensemble transfer learning

R Walambe, A Marathe, K Kotecha - Drones, 2021 - mdpi.com
drone-based object detection can be employed for generating better quality orthomosaics by
multiscale object detection, especially for the objects … for drone-based object detection can …