Submit Search
Upload
IRJET - Indian Vehicle License Plate Recognition for Vehicle and Owner Identification
•
0 likes
•
13 views
IRJET Journal
Follow
https://www.irjet.net/archives/V7/i3/IRJET-V7I3846.pdf
Read less
Read more
Engineering
Report
Share
Report
Share
1 of 4
Download now
Download to read offline
Recommended
20120130402031
20120130402031
IAEME Publication
IRJET- Advenced Traffic Management System using Automatic Number Plate Recogn...
IRJET- Advenced Traffic Management System using Automatic Number Plate Recogn...
IRJET Journal
A Survey on License Plate Recognition System
A Survey on License Plate Recognition System
IJARIIE JOURNAL
A Novel Multiple License Plate Extraction Technique for Complex Background in...
A Novel Multiple License Plate Extraction Technique for Complex Background in...
CSCJournals
A design of license plate recognition system using convolutional neural network
A design of license plate recognition system using convolutional neural network
IJECEIAES
Tracking number plate from vehicle using
Tracking number plate from vehicle using
ijfcstjournal
Automatic License Plate Recognition Using Optical Character Recognition Based...
Automatic License Plate Recognition Using Optical Character Recognition Based...
IJARIIE JOURNAL
Vertical-Edge-Based Car-License-Plate Detection Method
Vertical-Edge-Based Car-License-Plate Detection Method
IOSRJEEE
Recommended
20120130402031
20120130402031
IAEME Publication
IRJET- Advenced Traffic Management System using Automatic Number Plate Recogn...
IRJET- Advenced Traffic Management System using Automatic Number Plate Recogn...
IRJET Journal
A Survey on License Plate Recognition System
A Survey on License Plate Recognition System
IJARIIE JOURNAL
A Novel Multiple License Plate Extraction Technique for Complex Background in...
A Novel Multiple License Plate Extraction Technique for Complex Background in...
CSCJournals
A design of license plate recognition system using convolutional neural network
A design of license plate recognition system using convolutional neural network
IJECEIAES
Tracking number plate from vehicle using
Tracking number plate from vehicle using
ijfcstjournal
Automatic License Plate Recognition Using Optical Character Recognition Based...
Automatic License Plate Recognition Using Optical Character Recognition Based...
IJARIIE JOURNAL
Vertical-Edge-Based Car-License-Plate Detection Method
Vertical-Edge-Based Car-License-Plate Detection Method
IOSRJEEE
License Plate Recognition System for Moving Vehicles Using Laplacian Edge De...
License Plate Recognition System for Moving Vehicles Using Laplacian Edge De...
IRJET Journal
LICENSE NUMBER PLATE RECOGNITION SYSTEM USING ANDROID APP
LICENSE NUMBER PLATE RECOGNITION SYSTEM USING ANDROID APP
Aditya Mishra
IRJET- Computerized Vehicle Foyer and Outlet Monitoring System using Deep Lea...
IRJET- Computerized Vehicle Foyer and Outlet Monitoring System using Deep Lea...
IRJET Journal
Iaetsd fpga implementation of various security based tollgate system using anpr
Iaetsd fpga implementation of various security based tollgate system using anpr
Iaetsd Iaetsd
Automatic face and VLP’S recognition for smart parking system
Automatic face and VLP’S recognition for smart parking system
TELKOMNIKA JOURNAL
IRJET- iSecurity: The AI Surveillance, a Smart Tracking System
IRJET- iSecurity: The AI Surveillance, a Smart Tracking System
IRJET Journal
IRJET - License Plate Recognition
IRJET - License Plate Recognition
IRJET Journal
Paper id 252014106
Paper id 252014106
IJRAT
Projection Profile Based Number Plate Localization and Recognition
Projection Profile Based Number Plate Localization and Recognition
csandit
Ep34870876
Ep34870876
IJERA Editor
License Plate Recognition using Morphological Operation.
License Plate Recognition using Morphological Operation.
Amitava Choudhury
Character recognition from number plate written in assamese language
Character recognition from number plate written in assamese language
Subhash Basistha
Number Plate Recognition of Still Images in Vehicular Parking System
Number Plate Recognition of Still Images in Vehicular Parking System
IRJET Journal
An Intelligent Control System Using an Efficient License Plate Location and R...
An Intelligent Control System Using an Efficient License Plate Location and R...
CSCJournals
IRJET- Recognition of Indian License Plate Number from Live Stream Videos
IRJET- Recognition of Indian License Plate Number from Live Stream Videos
IRJET Journal
Ay36304310
Ay36304310
IJERA Editor
IRJET- Traffic Sign Detection, Recognition and Notification System using ...
IRJET- Traffic Sign Detection, Recognition and Notification System using ...
IRJET Journal
IRJET- Designing of OCR Tool Box for Decoding Vehicle Number Plate using MATLAB
IRJET- Designing of OCR Tool Box for Decoding Vehicle Number Plate using MATLAB
IRJET Journal
Comparative Study of Different Techniques for License Plate Recognition
Comparative Study of Different Techniques for License Plate Recognition
Editor Jacotech
LICENSE PLATE RECOGNITION
LICENSE PLATE RECOGNITION
IRJET Journal
IRJET- Automatic Number Plate Recognition System in Real Time
IRJET- Automatic Number Plate Recognition System in Real Time
IRJET Journal
IRJET- Vehicle Number Plate Recognition System
IRJET- Vehicle Number Plate Recognition System
IRJET Journal
More Related Content
What's hot
License Plate Recognition System for Moving Vehicles Using Laplacian Edge De...
License Plate Recognition System for Moving Vehicles Using Laplacian Edge De...
IRJET Journal
LICENSE NUMBER PLATE RECOGNITION SYSTEM USING ANDROID APP
LICENSE NUMBER PLATE RECOGNITION SYSTEM USING ANDROID APP
Aditya Mishra
IRJET- Computerized Vehicle Foyer and Outlet Monitoring System using Deep Lea...
IRJET- Computerized Vehicle Foyer and Outlet Monitoring System using Deep Lea...
IRJET Journal
Iaetsd fpga implementation of various security based tollgate system using anpr
Iaetsd fpga implementation of various security based tollgate system using anpr
Iaetsd Iaetsd
Automatic face and VLP’S recognition for smart parking system
Automatic face and VLP’S recognition for smart parking system
TELKOMNIKA JOURNAL
IRJET- iSecurity: The AI Surveillance, a Smart Tracking System
IRJET- iSecurity: The AI Surveillance, a Smart Tracking System
IRJET Journal
IRJET - License Plate Recognition
IRJET - License Plate Recognition
IRJET Journal
Paper id 252014106
Paper id 252014106
IJRAT
Projection Profile Based Number Plate Localization and Recognition
Projection Profile Based Number Plate Localization and Recognition
csandit
Ep34870876
Ep34870876
IJERA Editor
License Plate Recognition using Morphological Operation.
License Plate Recognition using Morphological Operation.
Amitava Choudhury
Character recognition from number plate written in assamese language
Character recognition from number plate written in assamese language
Subhash Basistha
Number Plate Recognition of Still Images in Vehicular Parking System
Number Plate Recognition of Still Images in Vehicular Parking System
IRJET Journal
An Intelligent Control System Using an Efficient License Plate Location and R...
An Intelligent Control System Using an Efficient License Plate Location and R...
CSCJournals
IRJET- Recognition of Indian License Plate Number from Live Stream Videos
IRJET- Recognition of Indian License Plate Number from Live Stream Videos
IRJET Journal
Ay36304310
Ay36304310
IJERA Editor
IRJET- Traffic Sign Detection, Recognition and Notification System using ...
IRJET- Traffic Sign Detection, Recognition and Notification System using ...
IRJET Journal
IRJET- Designing of OCR Tool Box for Decoding Vehicle Number Plate using MATLAB
IRJET- Designing of OCR Tool Box for Decoding Vehicle Number Plate using MATLAB
IRJET Journal
Comparative Study of Different Techniques for License Plate Recognition
Comparative Study of Different Techniques for License Plate Recognition
Editor Jacotech
What's hot
(19)
License Plate Recognition System for Moving Vehicles Using Laplacian Edge De...
License Plate Recognition System for Moving Vehicles Using Laplacian Edge De...
LICENSE NUMBER PLATE RECOGNITION SYSTEM USING ANDROID APP
LICENSE NUMBER PLATE RECOGNITION SYSTEM USING ANDROID APP
IRJET- Computerized Vehicle Foyer and Outlet Monitoring System using Deep Lea...
IRJET- Computerized Vehicle Foyer and Outlet Monitoring System using Deep Lea...
Iaetsd fpga implementation of various security based tollgate system using anpr
Iaetsd fpga implementation of various security based tollgate system using anpr
Automatic face and VLP’S recognition for smart parking system
Automatic face and VLP’S recognition for smart parking system
IRJET- iSecurity: The AI Surveillance, a Smart Tracking System
IRJET- iSecurity: The AI Surveillance, a Smart Tracking System
IRJET - License Plate Recognition
IRJET - License Plate Recognition
Paper id 252014106
Paper id 252014106
Projection Profile Based Number Plate Localization and Recognition
Projection Profile Based Number Plate Localization and Recognition
Ep34870876
Ep34870876
License Plate Recognition using Morphological Operation.
License Plate Recognition using Morphological Operation.
Character recognition from number plate written in assamese language
Character recognition from number plate written in assamese language
Number Plate Recognition of Still Images in Vehicular Parking System
Number Plate Recognition of Still Images in Vehicular Parking System
An Intelligent Control System Using an Efficient License Plate Location and R...
An Intelligent Control System Using an Efficient License Plate Location and R...
IRJET- Recognition of Indian License Plate Number from Live Stream Videos
IRJET- Recognition of Indian License Plate Number from Live Stream Videos
Ay36304310
Ay36304310
IRJET- Traffic Sign Detection, Recognition and Notification System using ...
IRJET- Traffic Sign Detection, Recognition and Notification System using ...
IRJET- Designing of OCR Tool Box for Decoding Vehicle Number Plate using MATLAB
IRJET- Designing of OCR Tool Box for Decoding Vehicle Number Plate using MATLAB
Comparative Study of Different Techniques for License Plate Recognition
Comparative Study of Different Techniques for License Plate Recognition
Similar to IRJET - Indian Vehicle License Plate Recognition for Vehicle and Owner Identification
LICENSE PLATE RECOGNITION
LICENSE PLATE RECOGNITION
IRJET Journal
IRJET- Automatic Number Plate Recognition System in Real Time
IRJET- Automatic Number Plate Recognition System in Real Time
IRJET Journal
IRJET- Vehicle Number Plate Recognition System
IRJET- Vehicle Number Plate Recognition System
IRJET Journal
Automatic And Fast Vehicle Number Plate Detection with Owner Identification U...
Automatic And Fast Vehicle Number Plate Detection with Owner Identification U...
IRJET Journal
An Efficient Model to Identify A Vehicle by Recognizing the Alphanumeric Char...
An Efficient Model to Identify A Vehicle by Recognizing the Alphanumeric Char...
IJMTST Journal
Different Methodologies for Indian License Plate Detection
Different Methodologies for Indian License Plate Detection
IRJET Journal
TRAFFIC RULES VIOLATION DETECTION SYSTEM
TRAFFIC RULES VIOLATION DETECTION SYSTEM
IRJET Journal
Vehicle Number Plate Recognition using MATLAB
Vehicle Number Plate Recognition using MATLAB
AI Publications
Automatic Number Plate Recognition and IoT Based Vehicle Tracking
Automatic Number Plate Recognition and IoT Based Vehicle Tracking
IRJET Journal
IRJET- Number Plate Extraction from Vehicle Front View Image using Image ...
IRJET- Number Plate Extraction from Vehicle Front View Image using Image ...
IRJET Journal
IRJET- Computerized Vehicle Number Plate Recognition and Fine Generation
IRJET- Computerized Vehicle Number Plate Recognition and Fine Generation
IRJET Journal
Lpr2003
Lpr2003
bharatsvnit
IRJET- Vehicle Number Plate Detection using Image Processing
IRJET- Vehicle Number Plate Detection using Image Processing
IRJET Journal
Licence Plate Recognition Using Supervised Learning and Deep Learning
Licence Plate Recognition Using Supervised Learning and Deep Learning
IRJET Journal
COMPARATIVE STUDY ON AUTOMATED NUMBER PLATE EXTRACTION USING OPEN CV AND MATLAB
COMPARATIVE STUDY ON AUTOMATED NUMBER PLATE EXTRACTION USING OPEN CV AND MATLAB
IRJET Journal
IRJET - Vehicle Signal Breaking Alert System
IRJET - Vehicle Signal Breaking Alert System
IRJET Journal
IRJET - Efficient Approach for Number Plaque Accreditation System using W...
IRJET - Efficient Approach for Number Plaque Accreditation System using W...
IRJET Journal
IRJET- Smart Parking Assistance By Nameplate Recognition Using OCR
IRJET- Smart Parking Assistance By Nameplate Recognition Using OCR
IRJET Journal
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...
IJERD Editor
Automatic Fetching of Vehicle details using ANPR Camera
Automatic Fetching of Vehicle details using ANPR Camera
IRJET Journal
Similar to IRJET - Indian Vehicle License Plate Recognition for Vehicle and Owner Identification
(20)
LICENSE PLATE RECOGNITION
LICENSE PLATE RECOGNITION
IRJET- Automatic Number Plate Recognition System in Real Time
IRJET- Automatic Number Plate Recognition System in Real Time
IRJET- Vehicle Number Plate Recognition System
IRJET- Vehicle Number Plate Recognition System
Automatic And Fast Vehicle Number Plate Detection with Owner Identification U...
Automatic And Fast Vehicle Number Plate Detection with Owner Identification U...
An Efficient Model to Identify A Vehicle by Recognizing the Alphanumeric Char...
An Efficient Model to Identify A Vehicle by Recognizing the Alphanumeric Char...
Different Methodologies for Indian License Plate Detection
Different Methodologies for Indian License Plate Detection
TRAFFIC RULES VIOLATION DETECTION SYSTEM
TRAFFIC RULES VIOLATION DETECTION SYSTEM
Vehicle Number Plate Recognition using MATLAB
Vehicle Number Plate Recognition using MATLAB
Automatic Number Plate Recognition and IoT Based Vehicle Tracking
Automatic Number Plate Recognition and IoT Based Vehicle Tracking
IRJET- Number Plate Extraction from Vehicle Front View Image using Image ...
IRJET- Number Plate Extraction from Vehicle Front View Image using Image ...
IRJET- Computerized Vehicle Number Plate Recognition and Fine Generation
IRJET- Computerized Vehicle Number Plate Recognition and Fine Generation
Lpr2003
Lpr2003
IRJET- Vehicle Number Plate Detection using Image Processing
IRJET- Vehicle Number Plate Detection using Image Processing
Licence Plate Recognition Using Supervised Learning and Deep Learning
Licence Plate Recognition Using Supervised Learning and Deep Learning
COMPARATIVE STUDY ON AUTOMATED NUMBER PLATE EXTRACTION USING OPEN CV AND MATLAB
COMPARATIVE STUDY ON AUTOMATED NUMBER PLATE EXTRACTION USING OPEN CV AND MATLAB
IRJET - Vehicle Signal Breaking Alert System
IRJET - Vehicle Signal Breaking Alert System
IRJET - Efficient Approach for Number Plaque Accreditation System using W...
IRJET - Efficient Approach for Number Plaque Accreditation System using W...
IRJET- Smart Parking Assistance By Nameplate Recognition Using OCR
IRJET- Smart Parking Assistance By Nameplate Recognition Using OCR
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...
Automatic Fetching of Vehicle details using ANPR Camera
Automatic Fetching of Vehicle details using ANPR Camera
More from IRJET Journal
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
IRJET Journal
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
IRJET Journal
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
IRJET Journal
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil Characteristics
IRJET Journal
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
IRJET Journal
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
IRJET Journal
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
IRJET Journal
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
IRJET Journal
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADAS
IRJET Journal
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
IRJET Journal
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
IRJET Journal
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
IRJET Journal
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare System
IRJET Journal
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridges
IRJET Journal
React based fullstack edtech web application
React based fullstack edtech web application
IRJET Journal
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
IRJET Journal
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
IRJET Journal
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
IRJET Journal
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
IRJET Journal
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
IRJET Journal
More from IRJET Journal
(20)
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil Characteristics
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADAS
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare System
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridges
React based fullstack edtech web application
React based fullstack edtech web application
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Recently uploaded
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur Escorts
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur Escorts
Call Girls in Nagpur High Profile
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptx
Asutosh Ranjan
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
RajkumarAkumalla
Introduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptx
upamatechverse
SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )
Tsuyoshi Horigome
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
Call Girls in Nagpur High Profile
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
ranjana rawat
Extrusion Processes and Their Limitations
Extrusion Processes and Their Limitations
120cr0395
Roadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and Routes
M Maged Hegazy, LLM, MBA, CCP, P3O
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
João Esperancinha
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
ranjana rawat
Introduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptx
upamatechverse
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
ranjana rawat
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
9953056974 Low Rate Call Girls In Saket, Delhi NCR
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
ranjana rawat
(TARA) Talegaon Dabhade Call Girls Just Call 7001035870 [ Cash on Delivery ] ...
(TARA) Talegaon Dabhade Call Girls Just Call 7001035870 [ Cash on Delivery ] ...
ranjana rawat
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
Soham Mondal
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
Call Girls in Nagpur High Profile
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Call Girls in Nagpur High Profile
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
ranjana rawat
Recently uploaded
(20)
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur Escorts
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur Escorts
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptx
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
Introduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptx
SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
Extrusion Processes and Their Limitations
Extrusion Processes and Their Limitations
Roadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and Routes
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
Introduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptx
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
(TARA) Talegaon Dabhade Call Girls Just Call 7001035870 [ Cash on Delivery ] ...
(TARA) Talegaon Dabhade Call Girls Just Call 7001035870 [ Cash on Delivery ] ...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
IRJET - Indian Vehicle License Plate Recognition for Vehicle and Owner Identification
1.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 03 | Mar 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 4227 Indian Vehicle License Plate Recognition for Vehicle and Owner Identification Sarthak Tyagi1, Ishaan Singh2, Jyoti Sharma3 1,2,3B.Tech (Final Year), Information Technology, ABES Engineering College, Uttar Pradesh, India ---------------------------------------------------------------------***---------------------------------------------------------------------- Abstract - In India vehicle and its owner identification isan important and challenging problem because of large number of registered vehicles. Vehicle license plate recognition for vehicle and its owner identificationbecomesnecessaryand the need of hour in case of suspected vehicles and their owners who break traffic rules and are involved in other illegal activities. There are multiple Vehicle LicensePlateRecognition systems but they are only restricted to the vehicle licenseplate recognition and the challenging task is the retrieval of vehicle and owner details because of unavailability of a public database. This paper involves the approach for vehicle license plate recognition as well as utilizing the vehicle license plate number for retrieving the vehicle and owner details which includes all the necessary details as vehicle owner name, vehicle registration date, vehicle model name, vehicle insurance details, vehicle fitness details, pollution validityand other necessary information Key Words: OpenCV, Canny Edge Detection, Contours, License Plate Detection, Optical Character Recognition, POST Request, BeautifulSoup, Vehicle and Owner Identification. 1. INTRODUCTION Vehicles can be considered as a source of information by recognizing vehicle license plate and recover vehicle and owner information. This system can be used for Vehicle Surveillance: For prevention of non- payment activities atpetrol stations,toll taxstations and drive-in places. Traffic Management: For identifying vehicle and their owners who are suspecting forviolatingtraffic rules. Parking Management: For identifying the owner of vehicles parked at unspecified places. Vehicle Verification: For verifying the vehicle insurance, pollution and registration details. This system is a collection of following methods which are followed in order to recognize vehicle license plate, recognition and optical characters andthenusingthevehicle license plate number to give vehicle and owner details. Fig. 1.1 System Flow Diagram The stated problem can be divided into following sub- problems: a. NUMBER PLATE DETECTION: This problem can be tackled using Object Detection approach where we need to train our model using the car/other vehicle images with number plate. b. EXTRACTING TEXT FROM THE DETECTED NUMBER PLATE: This problem can be solved using OCR (Optical Character Recognition) which can be helpfulinextracting alphanumeric characters from cropped Number Plate images. PyTesseract an open source python library is used for optical character recognition. c. SENDING REQUESTS: The vehicle license plate number recognized through Optical CharacterRecognitioncanbe used to display the details of vehicles and the owner name by sending the get and post requests to vahan website using requests.
2.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 03 | Mar 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 4228 d. DISPLAYING VEHICLE AND OWNER DETAILS: The response is scraped using Beautiful Soup and presented in a readable form to the user of the system. 2. LITERATURE SURVEY Under literature review we studied the various research papers on number plate recognition system and owner identification, In [1] authors focused on different approaches to automatic number plate recognition considering the different factors like image size, lightning conditions, character segmentation using Probabilistic Neural Network but the system is limited to vehicle licenseplate detection and an extension for vehicle owner identification. In [2] authors introduced vehicle identification by capturing the vehicle image followed by license plate extraction and optical character recognition. Recognised vehicle license plate number is then compared with existing database records retrieving details like vehicle owner, place of registration. The identification is dependent on the database coverage limited to a certain data entries. This system is implemented in MATLAB. In [3] authors suggested new algorithm for license plate detection involving sobel vertical edge detection, thresholding and bounding box analysis for vehicle plate extraction. For character segmentation the author uses projection analysis and connected component analysis. This system is also restricted to license plate detection. In [4] authors explained mid-level filtering using a 3x3 kernel for noise reduction and histogram equalizer for enhancing the contrast of the image. Edges are detected using mathematical morphological transform. In [5] authors discussed the use of template matchingfor optical character recognition. Template Matching used a database of templates (A-Z a-z 0-9), upon matching the segmented characters, character with maximum co- related template are matched. In [6] authors discussed four methods digitization of image, edge detection, separation of characters and template. Authors used morphological operations for plate detection and connected component analysis for character segmentation, the entire system is written in MATLAB. In [7] authors discussed on using Artificial Neural Network and K Nearest Neighbours Classification algorithm for the classification and recognition of characters respectively with the highest accuracy rate of up to 87%. In [8] authors concentrated on localizing the vehicle license plates in their true colours. This system uses pre- processing techniques as median filtering and histogram equalization for reducing noise and improving contrast. Edges are detected in natural colours usingsobel vertical edge detection. In [9] authors introduced the systemfortheclassification of military and non-military vehicles by license plate extraction, character segmentation and template matching hence classifying vehicles based on certain distinguished features on the vehicle license plate in military and non-military vehicles. In [10] authors discussed automatic vehicle plate registration and retrieving owner details from a large database. This system involves capturing vehicle image followed by grey scale conversion, filtering for noise removal, extracting the license plate, line segmentation and then template matching for matching the segmented characters with the prepared templates.Matchedvehicle registration number is used to retrieve details from the Regional Transport Office (R.T.O) database. 3. PROPOSED METHODS 3.1 LICENSE PLATE DETECTION License Plate Detection takes vehicle image as an input and extracts the license plate from the Vehicle image after detecting the co-ordinates of the license plate on the vehicle. It involves multiple pre- processing steps which are as follows Greyscale Conversion: Grey Scale Conversion to reduce colour channels thereby reducing complexity and ensuring support for subsequent operations. Bilateral Filtering: Image filtering allows you to apply various effects to an image. The Bilateral Filter operation applies a bilateral image to a filter. Canny Edge Detection: Canny Edge Detection is a popular edge detection algorithm. It was developed by John F. Canny in 1986. It is a multi-stage algorithm and we will go through each stage as i. Noise Reduction ii. Finding Intensity Gradient iii. Non-Maximum Suppression iv. Hysteresis Thresholding
3.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 03 | Mar 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 4229 Fig. 3.1.1 Canny Edge Detection Contours: Contours are defined as the line joining all the points along the boundary of an image that are having the sameintensity.Contourscomehandy in shape analysis, finding the size of the object of interest, and object detection. Fig. 3.1.2 Detecting License Plate 3.2 OPTICAL CHARACTER RECOGNITION The extracted number plate from the vehicle image is now processed for optical character recognition which refers to extracting alpha numeric characters as string from cropped vehicle license plate. This system uses Python-Tesseract or PyTesseract for optical character recognition. PyTesseract is based on Google’s Tesseract OCR Engine which is an open source and most accurate optical character recognition engine. Fig. 3.2.1 Cropped Licensed Plate Fig. 3.2.2 Optically Recognized Characters 3.3 SENDING REQUESTS This phase of the system focuses onretrievingthevehicle and owner details by using the optically recognised characters from the vehicle license plate. It involves the following steps Sending GET request: In order to retrieve the information from the Indian government website’s page for knowing your vehicle details https://vahan.nic.in/nrservices/faces/user/searchs tatus.xhtml , first step is to send a get request using Python “requests” library to the website for downloading the captcha image and using OCR on the captcha image with the help of PyTesseract, the output of PyTesseract is used for bypassing the captcha on the website. Note- Thissystembypassessimpleword captcha on the website for educational and research purposes as stated on the website without any involvement of commercial interest. This step also uses web scraping using BeautifulSoup to retrieve a randomly generated JavaScript value which is required as a hidden form parameter while sending Post request in the next step to identify bots. Sending POST request: After bypassing the captcha, the vehicle license plate number and bypassed captcha strings are passed as form inputs along with randomly generated JavaScript values to generate the POST request response. Scraping the POST request response: The POST request response is then scraped and converted into human readable form by scraping through python library BeautifulSoup
4.
International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 03 | Mar 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 4230 3.4 FINAL OUTPUT Fig. 3.4.1 Vehicle and Owner Details 4. APPLICATIONS The application of this system includes parking management, identifying suspicious vehicle and owners, prevention of non-payment activities at toll booths, petrol and gas stations. The information retrieved about the vehicle can be used to verify useful information. 5. CONCLUSION This system detects the license platefromthevehicleand the extracted license plate serves as input for PyTesseract which performs optical character recognition and gives vehicle license plate number in string form as an output. Hence the vehicle number and bypassed captcha text after GET request on vahan website are sent using the POST request, the response is scraped using BeautifulSoup and vehicle and owner details are displayed. 6. FUTURE SCOPE The accuracy of optical character recognition in this system can be improved by manually training the PyTesseract for certain specific fonts and languages enabling the multi-lingual Optical character recognition. This system can also be exploited for identifying stolen vehicles passing through toll booths or petrol stations. 7. REFERENCES [1]. Chirag Patel, Dipti Shah, Atul Patel, “Automatic e Recognition System: A survey” International Journal of Computer Applications (0975– 8887)Volume69– No.9,May 2013. [2] Muhammad Tahir Qadri, Muhammad Asif, “Automatic Number Plate Recognition System for Vehicle Identification Using Optical Character Recognition” IEEE 2009 International Conference on Educational Technology and Computer Singapore, D.O.I 10.1109/ICETC.2009.54. [3].Ronak Patel, Narendra Patel, Keyur Brahmbhatt, “Automatic License Plate Recognition” IJCSMC , Volume 2, Issue 4 (Pg.285– Pg.294), April 2013. [4]. Sushama Bailmare H, A.B Gadicha, “A Review Paper on Vehicle Number Plate Recognition (VNPR) using Improved Character Segmentation Method” International Journal of Scientific and Research Publications, Volume 3, Issue 12, December 2013. [5]Aniruddh Puranic, Deepak K.T, Umadevi V, “Vehicle Number Plate Recognition System: A Literature Review and Implementation using Template Matching” International Journal of Computer Applications (0975– 8887)Volume134 – No.1, January 2016. [6].Suprokash Dey, Amitava Choudhury,JoydeepMukherjee, “An Efficient Technique to Recognize License Plate using Morphological Edge Detection and Character Matching Algorithm” International Journal of Computer Applications (0975-8887) Volume 101- No. 15, September 2014. [7] Monika Arora, AnubhaJain, Shubham Rustagi, Tushar Yadav, "Automatic Number Plate Recognition System Using Optical Character Recognition", International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), ISSN : 2456-3307, Volume 5 Issue 2, pp. 986-992, March-April 2019. [8]Satadal Saha, Subhadip Basu, Mita Nasipuri,Dipak Kumar Basu, “License Plate Localization fromVehicle Images: An Edge Based Multi-stage Approach”, International Journal of Recent Trends in Engineering, Vol 1, No. 1, May 2009. [9] Ishraq Haider Chowdhury, Afsana Abida, Nur-E-Zannat, Naresh Singh Chauhan “Universal Vehicle Identification and Classification System (UVICS) Using Image Processing” International Journal of Pure and Applied Mathematics, Volume 118 No. 18 2018, 3115-3125. [10] Divya K.N, Ajit Danti, “RECOGNITION OF VEHICLE NUMBER PLATES AND RETRIEVAL OF VEHICLE OWNER’S REGISTRATION DETAILS” International Journal of Innovative Research in Technology &Science(IJIRT)Volume 2 Issue3.
Download now