학술논문
Efficient Entry Management of Vehicles Through KNN-Based Character Recognition of Number Plates
Document Type
Conference
Author
Source
2023 Innovations in Power and Advanced Computing Technologies (i-PACT) Innovations in Power and Advanced Computing Technologies (i-PACT), 2023. :1-6 Dec, 2023
Subject
Language
Abstract
This study focuses on character recognition techniques for vehicle number plate recognition. It employs the K Nearest Neighbor (KNN) algorithm to detect the characters in the vehicle's number plate. In addition, it successfully identifies the state of origin of vehicles from the vehicle number thereby easing documentation of vehicles. Moreover, the algorithm marks the time of entry of vehicles in a systematic manner. The algorithm provides a methodological solution to keep track of the numerous vehicles entering a premise in an orderly fashion.