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10 October 2023 Application development and technical analysis of rider helmet wearing monitoring system
Jicheng Liu
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Proceedings Volume 12799, Third International Conference on Advanced Algorithms and Signal Image Processing (AASIP 2023); 127992L (2023) https://doi.org/10.1117/12.3006164
Event: 3rd International Conference on Advanced Algorithms and Signal Image Processing (AASIP 2023), 2023, Kuala Lumpur, Malaysia
Abstract
More and more people are choosing two-wheeled motor cars as their primary mode of transportation as society develops quickly. As a result, concerns about rider safety have grown over time. Using a helmet may successfully protect the rider's head, lower their chance of suffering a head injury, and lessen their exposure to traffic accidents. The electric bike riders in the images without helmets were found using detection and recognition techniques, and their license plate data was gathered. This technique can successfully identify motorcyclists who disobey the law and give the appropriate authorities crucial information to develop more exact safety standards and enforcement actions. Monitoring the level of helmet use among drivers of motor vehicles is therefore crucial. This study compares and contrasts the key technologies and provides an overview of the current helmet-wearing monitoring systems. The rider helmet wearing monitoring system is first introduced, along with its use cases and importance. The approaches are then distilled into two groups in accordance with the detection techniques' underlying operating principles. The benefits and drawbacks of the two common approaches are then compared, along with potential adaptations. The prospect and summary of the rider helmet wearing monitoring system's use and research directions follows.
(2023) Published by SPIE. Downloading of the abstract is permitted for personal use only.
Citation Download Citation
Jicheng Liu "Application development and technical analysis of rider helmet wearing monitoring system", Proc. SPIE 12799, Third International Conference on Advanced Algorithms and Signal Image Processing (AASIP 2023), 127992L (10 October 2023); https://doi.org/10.1117/12.3006164
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KEYWORDS
Object detection
Detection and tracking algorithms
Target detection
Education and training
Head
Safety
Deep learning
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