NUMBER PLATE RECOGNITION SYSTEM USING OCR Enrollment No.: 9911102158 Name of Student: Aditya Mishra Name of Supervisor: Mr.Gaurav Saxena June 2015 Submitted in partial fulfillment of the Degree of Bachelor of Technology in Computer Science Engineering DEPARTMENT OF COMPUTER SCIENCE & ENGINEERING JAYPEE INSTITUTE OF INFORMATION TECHNOLOGY, NOIDA
39
Embed
LICENSE NUMBER PLATE RECOGNITION SYSTEM USING ANDROID APP
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
NUMBER PLATE RECOGNITION SYSTEM USING OCR
Enrollment No.: 9911102158
Name of Student: Aditya Mishra
Name of Supervisor: Mr.Gaurav Saxena
June 2015
Submitted in partial fulfillment of the Degree of
Bachelor of Technology
in
Computer Science Engineering
DEPARTMENT OF COMPUTER SCIENCE & ENGINEERING JAYPEE
INSTITUTE OF INFORMATION TECHNOLOGY, NOIDA
TABLE OF CONTENTS
Chapter No. Topics Page No.
Table of Contents I
Student Declaration II
Certificate from the Supervisor III
Acknowledgement IV
Summary V
List of Figures VI
List of Tables VII
List of Symbols and Acronyms VIII
I Introduction Page No to Page No 1 to 4
General Introduction
Problem Statement
Empirical Study.
Novelty/benefits
Comparison of existing approaches
II Background Study Page No to Page No 5 to 9
Literature Survey
Summary of papers
Integrated summary of the literature studied
III Analysis, Design and Modeling 10 to 16
Overall Description of the project
Requirements Specifications
Functional and Non Functional requirements
Logical Database Requirement
Design Documentation
Use Case diagrams
Class diagrams / Control Flow Diagrams
Sequence Diagram/Activity diagrams
IV Implementation Details and Issue 17 to 20
Implementation details and issues
Algorithm
Risk Analysis and mitigation plan
V Testing 20 to 23
Testing Plan
Component decomposition and type of testing
required
List all test cases
Limitation
VI Conclusion 23 to 24
Finding
Conclusion
Future Work
Appendices 25
Refrences 26
( II )
DECLARATION
I hereby declare that this submission is my own work and that, to the best of my knowledge and
belief, it contains no material previously published or written by another person nor material which
has been accepted for the award of any other degree or diploma of the university or other institute of
higher learning, except where due acknowledgment has been made in the text.
Signature:
Place: Name: Aditya Mishra
Date: 1/6/2015 Enrollment No: 9911102158
( III )
CERTIFICATE
This is to certify that the work titled “ THE NUMBER PLATE RECOGNITION SYSTEM
USING OCR ” submitted by “Aditya Mishra” in partial fulfillment for the award of degree of
B. Tech In Computer Science and Engineering of Jaypee Institute of Information Technology
University, Noida, has been carried out under my supervision. This work has not been submitted
partially or wholly to any other University or Institute for the award of this or any other degree or
diploma.
Signature of Supervisor
Name of Supervisor Gaurav Saxena
Designation ASSISTANT PROFESSOR
Date 1/6/2015
( IV )
ACKNOWLEDGEMENT
I would like to place on record our deep sense of gratitude to Dr. Shelly Sachdeva, Professor,
Jaypee Institute of Information Technology, Noida, for her generous guidance. I express my sincere
gratitude to my mentor, Mr. Gaurav Saxena, Assistant Professor , Jaypee Institute of Information
Technology, Noida, I am grateful for his assistance, cooperation, stimulating guidance, continuous
encouragement and supervision throughout the course of present work.
Signature of the Student
Name Aditya Mishra
Enrollment Number 9911102158
Date 1/6/2015
( V )
SUMMARY
Automatic Number Plate Recognition (ANPR) is an image processing technology which uses
number (license) plate to identify the vehicle. The objective is to design an efficient automatic
authorized vehicle identification system by using the vehicle number plate. The system is
implemented on the
entrance for security control of a highly restricted area like military zones or area around top
government offices e.g. Parliament, Supreme Court etc. The developed captures the vehicle image.
Vehicle number plate region is extracted using the image segmentation in an image. Optical
character recognition technique is used for the character recognition. The resulting data is then used
to compare with the records on a database so as to come up with the specific information like the
vehicle’s owner, place of registration, address, etc. The system is implemented and simulated in
Android, and it performance is tested on real image. It is observed from the experiment that the
College Address: Jaypee Institute of Information Technology, A-10,Sector-62 Noida-201307 Uttar Pradesh. Mob: +91-8130118550 Email: [email protected] | [email protected]
Career Objective: To enhance capabilities and skills through a continuous process of learning, following a logical and
humanitarian approach in life, proving efficiency, keeping in view the importance of time for the organization, and through which reaching greater heights in life.
Software Proficiency:
Knowledge of programming languages C, C++,PHP,Mysql
Knowledge of DBMS and SQL. Knowledge and experience in Web Development, Content management systems and languages like HTML, CSS
and basics of Java Scripts ,Android Application development.
Educational Qualification:
JAYPEE INSTITUTE OF INFORMATION TECHNOLOGY Bachelor of Technology, July 2011 – May 2015 (Expected) Currently pursuing B. Tech, VIII semester in the Department of Computer Engineering Cumulative GPA: 5.2/10 which is equivalent to 61%
Montfort Inter College, Mahanagar, Lucknow Intermediate (Class XII) - U.P. STATE BOARD Percentage: 76%
Montfort Inter College, Mahanagar, Lucknow High School (Class X) - U.P. STATE BOARD Percentage: 78%
Work Experience (Internships & Projects):
Summer Intern at MTAIndia, Technology Division, worked on developing Online Dictionary.
Summer Intern at HPES, Technology Division, worked on developing Online Student Portal.
Web development member at JIIT, worked in developing an interface front end for the college fest website’s home page, etc. as per the requirements and backend customization for the website www. Converge13.com
Project Undertaken:
Currently working on developing an android application “Number Plate Recognition using OCR”. In this Project I will develop a mobile application which will capture the picture of any vehicle. After the picture is captured its number plate image will be converted to text and then we will get the details like on whose name the vehicle is registered etc.
Major project on “Stock Market Prediction using Sentiment Analysis” under Mr. Gaurav Saxena, Department of
Computer Science Engineering, Jaypee Institute of Information Technology, Noida. In this project I created a software using PHP language which will take any word(s) as input and will give all the tweets related to that keyword .I hosted this tool on live server awsums.com. After getting all the related tweets I pass them to a classifier which will classify the tweet into positive, negative or neutral. And then by analyzing we can assume whether the market is going down or going up.
Successfully completed a mini project on "Connect Street" an android application for buyer to track moving vendor under Mr.Himanshu Mittal, Professor at Department of CSE, JIIT Noida. In this project I developed an application which will track down nearest hospitals, restaurants ,or moving vendors and will give direction to reach them
Successfully completed a mini project on "Student Portal" a website for college to keep record of their students attendance and student can prepare for higher studies using this portal under Ms.Aksansha Bharadwaj, Professor at Department of CSE, JIIT Noida.
An initiative to develop a dedicated student level network which supports sharing of academic material among students so as to facilitate useful information interchange and minimize academic problems. (http://www.23ads.com) – Developed the whole portal on my own. Fatshops, is a student entrepreneurial initiative which aims to develop a one stop online shopping portal designed especially for people who wants to shop online at low price. (http://www.Fatshops.com.) – Developed the whole website on my own within a very short span of time to quickly open operations for awaiting users.
Achievements:
Organized Inter college Logo Quiz event at Techno-cultural fest Converge of JIIT.
Part of Web Developer team of the cultural fest Converge at JIIT.
Member of the Cricket Team of JIIT. Awarded with a scholarship by U.P Board for meritorious performance in High School examination. Won prizes in various competitions like ,Collage Making, Just-A-Minute, and designing events and thereby Acquiring real-time experience of technical skills, public speaking, crises management and building public relations.
Ability to work in multi-culture and multi-functional team environment as found in my own college JIIT where I
created a culturally and regionally diverse team for awsumz.com
Passionate about using internet & playing table tennis and cricket.
Personal Profile: Name : Aditya Mishra Father : Ashok Kumar Mishra, Legal Advisor, Lucknow University, Lucknow. Mother : Uma Mishra ,Bank Manager, Gramin Bank of Aryavrat,Lucknow. D.O.B. : 12th of Feb, 1994 Nationality : Indian Home Address : 2/315,Vivek Khand ,Gomti Nagar, Lucknow – 226010. (U.P)