Research on Low-altitude UAV Aerial Photography Target …
Target detection in aerial photography of UAV is the basis of target tracking, autonomous obstacle avoidance and other tasks, which has important scientific significance and practical value.
Aerial photography - Wikipedia
When taking motion pictures, it is also known as aerial videography. Platforms for aerial photography include fixed-wing aircraft, helicopters, unmanned aerial vehicles (UAVs or "drones"), balloons, blimps and dirigibles, rockets, pigeons, kites, or using action cameras while skydiving or …
UN-YOLOv5s: A UAV-Based Aerial Photography Detection …
2023年6月26日 · In aerial photography, agricultural plant protection, public security, UAV mapping, disaster rescue, inspection service and other scenes, UAVs can complete the task needs in real time and effectively, which is convenient for people management, monitoring and …
Integration and differentiation: comparison of photography …
2023年10月11日 · By analyzing the unique characteristics of aerial photography provided by UAV technology, this study reveals that UAV photographers have expanded their perspectives compared to traditional...
YOLOv7-P: a lighter and more effective UAV aerial photography …
2024年8月20日 · Unmanned aerial vehicle (UAV) image detection is a vital task that integrates knowledge from fields such as remote sensing, computer vision, and machine learning. It enables the automatic recognition and localization of objects within images.
Application Research of Fast UAV Aerial Photography Object …
2020年5月1日 · UAV aerial photography is affected by weather, altitude, illumination, occlusion and other factors resulting in the objective fact that the object has many variations in scale and perspective. This paper proposes an improved YOLOv3 algorithm which achieve object detection and recognition in view of the above complex working conditions quickly ...
Improved YOLOv5s Algorithm for Small Target Detection in UAV Aerial ...
2024年1月12日 · UAV aerial photos tend to have complicated backgrounds and dense targets that vary in size. Applying existing object detection algorithms to such images is often inaccurate and prone to misdetection and omission. To better improve the detection performance of UAV aerial photography, we proposed an improved small-target detection algorithm based ...
Improved YOLOX-X based UAV aerial photography object …
2023年7月1日 · In this paper, we proposed a UAV aerial photography object detection algorithm called YOLOX_w with an improved YOLOX-X. The ability to detect small objects is effectively improved by preprocessing the training set as well as data enhancement using SAHI.
A Small Object Detection Model for Improved YOLOv8 for UAV Aerial ...
In order to solve the problem of poor detection performance caused by a large number of small targets, occlusion, and target blur in drone aerial image object detection, we optimized the YOLOv8 model to produce a target detection model for aerial photography scenarios.
Fast Matching Method of UAV Aerial Photography Enhanced …
2022年2月11日 · The effectiveness of real-time fast image matching method for UAV aerial photography enhancement in different low illumination environments is verified, which provides an effective and feasible method for subsequent 3D reconstruction and target tracking