JOURNAL ARTICLE

Autonomous Vision-based Target Detection Using Unmanned Aerial Vehicle

Abstract

In this paper, a vision-based target detection system using an Unmanned Aerial Vehicle (UAV) is developed to execute a mission plan. The mission plan is to autonomously take off to a specified altitude, fly to a waypoint with a predefined GPS coordinate, locate the target displayed by an AprilTag, hover above the target, then descend and land near the target. Our result shows that AprilTag is highly viable in UAV vision-based target detection.

Keywords:
Waypoint Computer vision Computer science Global Positioning System Artificial intelligence Plan (archaeology) Object detection Real-time computing Geography Pattern recognition (psychology)

Metrics

7
Cited By
1.50
FWCI (Field Weighted Citation Impact)
10
Refs
0.88
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Robotics and Sensor-Based Localization
Physical Sciences →  Engineering →  Aerospace Engineering
Robotic Path Planning Algorithms
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Video Surveillance and Tracking Methods
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
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