PlateSegFL: A Privacy-Preserving License Plate Detection Using Federated Segmentation Learning

arXiv:2404.05049v1 Announce Type: new
Abstract: Automatic License Plate Recognition (ALPR) is an integral component of an intelligent transport system with extensive applications in secure transportation, vehicle-to-vehicle communication, stolen vehicles detection, traffic violations, and traffic flow management. The existing license plate detection system focuses on one-shot learners or pre-trained models that operate with a geometric bounding box, limiting the model's performance. Furthermore, continuous video data streams uploaded to the central server result in network and complexity issues. To combat this, PlateSegFL …

abstract applications arxiv communication cs.cv detection flow integral intelligent license management pre-trained models privacy recognition segmentation traffic transport transportation type vehicles