Efficient Licence Plate Detection By Unique Edge Detection Algorithm and Smarter Interpretation Through IoT

10/28/2017
by   Tejas K, et al.
0

Vehicles play a vital role in modern day transportation systems. Number plate provides a standard means of identification for any vehicle. To serve this purpose, automatic licence plate recognition system was developed. This consisted of four major steps: Pre-processing of the obtained image, extraction of licence plate region, segmentation and character recognition. In earlier research, direct application of Sobel edge detection algorithm or applying threshold were used as key steps to extract the licence plate region, which does not produce effective results when the captured image is subjected to the high intensity of light. The use of morphological operations causes deformity in the characters during segmentation. We propose a novel algorithm to tackle the mentioned issues through a unique edge detection algorithm. It is also a tedious task to create and update the database of required vehicles frequently. This problem is solved by the use of Internet of things(IOT) where an online database can be created and updated from any module instantly. Also, through IoT, we connect all the cameras in a geographical area to one server to create a universal eye which drastically increases the probability of tracing a vehicle over having manual database attached to each camera for identification purpose.

READ FULL TEXT

page 2

page 3

page 4

page 5

page 6

page 7

page 8

research
03/26/2023

Automatic Number Plate Recognition using Random Forest Classifier

Automatic Number Plate Recognition System (ANPRS) is a mass surveillance...
research
09/01/2021

An Automated Approach for the Recognition of Bengali License Plates

Automatic Number Plate Recognition (ALPR) is a system for automatically ...
research
10/09/2016

Proposal for Automatic License and Number Plate Recognition System for Vehicle Identification

In this paper, we propose an automatic and mechanized license and number...
research
05/13/2018

Video Processing on the Edge for Multimedia IoT Systems

In this article, we first survey the current situation of video processi...
research
07/23/2014

Novel and Automatic Parking Inventory System Based on Pattern Recognition and Directional Chain Code

The objective of this paper is to design an efficient vehicle license pl...
research
05/16/2022

Vehicle Collision Detection Prevention Using VANET Based IoT With V2V

EMERGENCY alert in case of any accident is vitally necessitated to rescu...

Please sign up or login with your details

Forgot password? Click here to reset