No/VOL: 09/2022 Page no. 205
Authors: Julian Balcerek , Adam Konieczka , Paweł Pawłowski , Cyprian Dankowski , Mateusz Firlej , Piotr Fulara :
Title: Automatic recognition of vehicle wheel parameters
Abstract: This article proposes a system for the automatic recognition of vehicle wheel parameters, which uses artificial neural networks. Training, validation and tests were conducted on the prepared image database for the recognition of passenger car tire markings. Our system also detects damage to the wheels as well as the level of air pressure and the condition of the tire tread. A mobile application has been prepared for the convenient operation of the system.
Key words: recognition of parameters of the vehicle wheels, vision system, mobile application, artificial neural networks.