Automatic recognition of license plates in a VANET

Abstract

Automatic recognition of license plates in a VANET

Zemtsov A.N., Kuznetsov M.A., Sadiq Sajjad, Popov V.K., Stupnitsky P.S.

Incoming article date: 10.11.2023

The paper analyzes various approaches to identifying and recognizing license plates in intelligent transport networks. A deep learning model has been proposed for localizing and recognizing license plates in natural images, which can achieve satisfactory results in terms of recognition accuracy and speed compared to traditional ones. Evaluations of the effectiveness of the deep learning model are provided.

Keywords: VANET, intelligent transport networks, YOLO, city traffic management system, steganography, deep learning, deep learning, information security, convolutional neural network, CNN