Improved YOLOX-X based UAV aerial photography object detection algorithm

X Wang, N He, C Hong, Q Wang, M Chen - Image and Vision Computing, 2023 - Elsevier
Abstract Unmanned Aerial Vehicle (UAV) aerial photography object detection has high
research significance in the fields of disaster rescue, ecological environmental protection …

On-board small-scale object detection for unmanned aerial vehicles (UAVs)

Z Saeed, MH Yousaf, R Ahmed, SA Velastin, S Viriri - Drones, 2023 - mdpi.com
Object detection is a critical task that becomes difficult when dealing with onboard detection
using aerial images and computer vision technique. The main challenges with aerial images …

YOLOv3_ReSAM: A small-target detection method

B Liu, H Luo, H Wang, S Wang - Electronics, 2022 - mdpi.com
Small targets in long-distance aerial photography have the problems of small size and blurry
appearance, and traditional object detection algorithms face great challenges in the field of …

MCANet: multi-scale contextual feature fusion network based on Atrous convolution

K Li, ZD Liu - Multimedia Tools and Applications, 2023 - Springer
In past studies, atrous convolution is efficient in segmentation tasks to reinforce the receptive
field and detection tasks. In addition, the attention module is efficient for feature extraction …

A Robust Approach for Small-Scale Object Detection From Aerial-View

Z Saeed, MNM Awan, MH Yousaf - … International Conference on …, 2022 - ieeexplore.ieee.org
In computer vision, object detection is an important task and gained significant progress but
object detection in aerial images is still a challenging task for researchers. The small target …

Multiple Small-Scale Object Detection in Aerial Vehicle Images using Standard or Optimized YOLO Detectors

ZE Kaymakcı, M Akarsu… - … Conference on Innovations …, 2023 - ieeexplore.ieee.org
Widespread employment of low-altitude aerial vehicles that are equipped with cameras and
communication devices has increased the range of mobile surveillance applications. Object …