AIMC Topic: Aircraft

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The influence of neighbor selection on self-organized UAV swarm based on finite perception vision.

Bioinspiration & biomimetics Nov 14, 2024
Recently, vision-based unmanned aerial vehicle (UAV) swarming has emerged as a promising alternative that can overcome the adaptability and scalability limitations of distributed and communication-based UAV swarm systems. While most vision-based cont...
Birds Robotics Computer Simulation Animals Biomimetics Monte Carlo Method Visual Perception Aircraft Models, Biological Algorithms
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Estimation of Strawberry Canopy Volume in Unmanned Aerial Vehicle RGB Imagery Using an Object Detection-Based Convolutional Neural Network.

Sensors (Basel, Switzerland) Oct 28, 2024
Estimating canopy volumes of strawberry plants can be useful for predicting yields and establishing advanced management plans. Therefore, this study evaluated the spatial variability of strawberry canopy volumes using a ResNet50V2-based convolutional...
Aircraft Fragaria Unmanned Aerial Devices Neural Networks, Computer Image Processing, Computer-Assisted
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Research on fatigue detection of flight trainees based on face EMF feature model combination with PSO-CNN algorithm.

Scientific reports Sep 4, 2024
Even though the capability of aircraft manufacturing has improved, human factors still play a pivotal role in flight accidents. For example, fatigue-related accidents are a common factor in human-led accidents. Hence, pilots' precise fatigue detectio...
Neural Networks, Computer Machine Learning Humans Face Fatigue Algorithms Aircraft Accidents, Aviation Pilots
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A Deep Learning Framework for Real-Time Bird Detection and Its Implications for Reducing Bird Strike Incidents.

Sensors (Basel, Switzerland) Aug 23, 2024
Bird strikes are a substantial aviation safety issue that can result in serious harm to aircraft components and even passenger deaths. In response to this increased tendency, the implementation of new and more efficient detection and prevention techn...
Airports Image Processing, Computer-Assisted Aircraft Accidents, Aviation Flight, Animal Birds Deep Learning Algorithms Animals Neural Networks, Computer
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SegX-Net: A novel image segmentation approach for contrail detection using deep learning.

PloS one Mar 5, 2024
Contrails are line-shaped clouds formed in the exhaust of aircraft engines that significantly contribute to global warming. This paper confidently proposes integrating advanced image segmentation techniques to identify and monitor aircraft contrails ...
Aircraft Climate Change Aviation Deep Learning
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The research of touch screen usability in civil aircraft cockpit.

PloS one Feb 8, 2024
With the advancement of touch screen technology, the application of touch screens in civil aircraft cockpits has become increasingly popular. However, further analysis and research are required to fully promote its applications. The paper researched ...
Humans Workload Technology Task Performance and Analysis Gestures Aircraft
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Applications of Artificial Intelligence in Helicopter Emergency Medical Services: A Scoping Review.

Air medical journal Dec 20, 2023
OBJECTIVE: Recent systematic reviews of acute care medicine applications of artificial intelligence (AI) have focused on hospital and general prehospital uses. The purpose of this scoping review was to identify and describe the literature on AI use w...
Humans Artificial Intelligence Air Ambulances Aircraft Emergency Medical Services Triage
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Virtual agents and risk-taking behavior in adolescence: the twofold nature of nudging.

Scientific reports Jul 11, 2023
Peer pressure can influence risk-taking behavior and it is particularly felt during adolescence. With artificial intelligence (AI) increasingly present in a range of everyday human contexts, including virtual environments, it is important to examine ...
Humans Artificial Intelligence Adolescent Adolescent Behavior Risk-Taking Emotions Aircraft
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A Self-Attention Integrated Learning Model for Landing Gear Performance Prediction.

Sensors (Basel, Switzerland) Jul 7, 2023
The landing gear structure suffers from large loads during aircraft takeoff and landing, and an accurate prediction of landing gear performance is beneficial to ensure flight safety. Nevertheless, the landing gear performance prediction method based ...
Machine Learning Aircraft Neural Networks, Computer
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Drone-Robot to Clean Power Line Insulators.

Sensors (Basel, Switzerland) Jun 13, 2023
The inspection and maintenance of transmission systems are necessary for their proper functioning. In this way, among the line's critical points are the insulator chains, which are responsible for providing insulation between conductors and structure...
Electronics Electric Power Supplies Unmanned Aerial Devices Robotics Aircraft
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