Recognition of Vehicle Registration Plate with “Neural Network” using “Segmentation”

نویسندگان

  • Mukesh Kumar Sharma
  • Hemant Kumar Garg
چکیده

Localization algorithms have been working with very large number of various domains. But the research area is under discussion with the domain of VRPR i.e. vehicle registration plate recognition system. The authenticity of license plate recognition system deals with the performance of the localization algorithm. This computational process takes a lot of time to confine the vehicle license plate. In this research area is under discussion to the diverse types of localization algorithm and one distinct of them should be worked for a particular relevance. Different states have their distinct types of plates for example. Some utilize single line horizontal plate while others utilize multiline non horizontal and differently located number plate. Some of the broadly utilized localizations algorithm which is worked in the neural network recognizer is Double threshold scheme. General Terms Image Recognition, Security, Algorithms.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

An Artificial Neural Network Based Vision System for Vehicles Number Plate Recognition

This paper presents how an artificial neural network system can be used for recognition in number plate recognition of vehicles. This paper also describes in detail various practical problems encountered in implementing this particular application and the methods used to solve them. In reality, fraudulent practice is rather common and brings important losses to companies which manage parking ar...

متن کامل

A Robust Method of License Plate Recognition using ANN

The purpose of this paper is to design a system that can recognize vehicle license plate under poor environmental conditions by using neural network. Adverse environmental condition may refer to the image has been blurred by poor lighting, rain, poor image resolution and haze which make the image not clear. Recognition of a vehicle license plate is usually important for many security and contro...

متن کامل

License Plate Recognition using Hopfield Neural Networks

Vehicle Number Plate Recognition system has gained wide popularly with the continuous increase in the number of vehicle related offences. Its research is becoming challenging and interesting day by day. VNPR is designed to help in recognition of number plates of vehicles .Number plate recognition is the term used to unique identify road vehicles without human intervention. VNPR system is a step...

متن کامل

Handwritten Character Recognition using Modified Gradient Descent Technique of Neural Networks and Representation of Conjugate Descent for Training Patterns

The purpose of this study is to analyze the performance of Back propagation algorithm with changing training patterns and the second momentum term in feed forward neural networks. This analysis is conducted on 250 different words of three small letters from the English alphabet. These words are presented to two vertical segmentation programs which are designed in MATLAB and based on portions (1...

متن کامل

Real Time Anpr for Vehicle Identification Using Neural Network

This paper deals with problematic from field of artificial intelligence, machine vision and neural networks in construction of an automatic number plate recognition system (ANPR). This paper includes brief introduction of automatic number plate recognition, which ensure a process of number plate detection, processes of proper characters segmentation, normalization and recognition. Automatic Num...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2014