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Recognition of Vehicle Number Plates and Real-Time Identification using Open CV

Mr. Vishal Singh
2019 International Journal for Research in Applied Science and Engineering Technology  
The automatic license plate recognition system, the detection and recognition of characters on the vehicle license plate and the classified characters are most commonly used in access control, security  ...  Accurate car plate recognition (ALPR) has complexity characteristics due to various effects such as light and speed.  ...  Thus, the rating is based on the base plates of India. Automatic Vehicle Plate Recognition (ALPR) is a computer vision technology to extract vehicle identification numbers from images.  ... 
doi:10.22214/ijraset.2019.4349 fatcat:2wopaev3w5ajhnuvim4msgozbm

Automatic Number Plate Recognition Using OpenCV And Machine Learning

Teena Rose Mathew, Paulin Paul
2022 Zenodo  
- A well-known application for detecting cars in complex security systems, parking lots, and traffic controls is the Automatic Number Plate Recognition System (ANPRS).  ...  From an image of a vehicle, our technology can precisely and quickly recognize the license number. This system achieved 91.5 % accuracy, 91.1 % precision, and 91.8 % recall.  ...  AUTOMATIC NUMBER PLATE RECOGNITION (ANPR-Technology) In recent years, automatic number plate recognition (ANPR) or license plate recognition (LPR) has proven to be one of the most effective methods for  ... 
doi:10.5281/zenodo.6782787 fatcat:vyvk2dgcefcnfcwkatjesjebpa

An IOT Based Vehicle License Plate Recognition Using Object Detection Algorithm In Smart Cities

R. Komalapriya
2019 International Journal for Research in Applied Science and Engineering Technology  
In particular, vehicle License plate recognition and object detection are an important issue's in Smart cities.  ...  In this paper, we propose a method in a moving object using object detection algorithm and also it recognize the black-white texture of the plate that is used to extract vehicle license plate.  ...  Another technology is morphology based license plate detection. This method is to extract important features of contrast as guidance to search the license plates.  ... 
doi:10.22214/ijraset.2019.3362 fatcat:6xs3qjx3r5dhnjxtuchh4afctu


Senthilnayaki B, Keerthana S, Sowmya H
2021 IARJSET  
There is three phases in License Plate Recognition phase, license Plate Localization, license plate and Optical Character Recognition.  ...  License Plate Recognition has been widely used in many traffic applications, such as smart parking system, traffic toll system, and security system.  ...  OPTICAL CHARACTER RECOGNITION The automatic number plate recognition with OCR works by using the technology to capture the images and retrieving the license numbers on the plate.  ... 
doi:10.17148/iarjset.2021.8805 fatcat:64pyb6wurzdwnjiyzjzxsi2tpu

An Illegal Dumping Detection System Based on Image Processing in OpenALPR

Wan Zakiah Wan Ismail
2021 ASM Science Journal  
The detection system can be used for case monitoring since the plate number recognition is done in real time.  ...  The method in this study is by using Open Automatic License Plate Recognition (ALPR), Open Computer Vision (CV) libraries and Optical Character Recognition (OCR) to detect the character of the plate registration  ...  For recognition of license plate number, the OpenALPR is integrated to python language. OpenCV is used as a platform for Optical Character Recognition (OCR) using Tesseract.  ... 
doi:10.32802/asmscj.2021.684 fatcat:jhxcsoudazhdrhus7ei7yggbwi


Dunya A. Abd Alhamza, Ammar D. Alaythawy
2020 Iraqi Journal of Information & Communications Technology  
License plate detection search for matching of license plate in the image to crop the correct plate. Segmentation performed by divide the numbers separately.  ...  The license plate recognition (LPR) is an important system. LPR is helpful in many ranges such as private or public entrance, parking lots, traffic control and theft surveillance.  ...  CONCLUSIONS This paper developed an automatic electronic system for Iraqi License Plate Recognition based on the KNN method.  ... 
doi:10.31987/ijict.3.4.94 fatcat:khrpwz6derh6nmklxn7pqoci2u

Automatic Number Plate Recognition System Using OpenCV And Machine Learning

Shelly Shiji George, Basil Baby, Jikku Jose, Lithin Thomas
2019 Zenodo  
Automatic Number Plate Recognition System is a useful application to identify the vehicles from complex security systems, parking sectors and Traffic controls.  ...  The extraction of characters from Number plate is done with Machine Learning, which is a branch of Artificial Intelligence - where Building, Training, Classifying and Predicting data using different Classifiers  ...  Number Plate Recognition Technology is being used all around the world for surveillance applications.  ... 
doi:10.5281/zenodo.7042502 fatcat:ncwqum5gyrairngeiwur7mda6y

License Plate Detection Using Raspberry Pi

Naveen A M
2019 International Journal for Research in Applied Science and Engineering Technology  
License plate Detection (LPD) is the technology for identification of license plate numbers from an image without human interaction using Raspberry pi.  ...  The aim of the study is to develop a system using Raspberry pi and OCR to detect the license plate of the vehicle parked in the no parking area and to send a warning message along with fine details to  ...  The whole license plate detection system is implemented on a Raspberry Pi. License plate detection is a technology based on image processing and optical character recognition.  ... 
doi:10.22214/ijraset.2019.5363 fatcat:z5nal2gkovebvp3ma5ojmjs5iu

Automatic Damaged Number Plate Recognition System In Image Processing

2019 International Journal of Engineering and Advanced Technology  
NPR is an image scheduling development that utilizes the number (license) plate to acknowledge the car.  ...  The use of the NPR (Number Plate Recognition) is a structure expected to assist confirm the number tags of cars. This structure is anticipated to have the real goal of the security system.  ...  Modified Number Plate Recognition produced for certain reasons and applications and transcendently in light of traffic checking and to comprehend vehicle-based issues.  ... 
doi:10.35940/ijeat.f1113.0886s219 fatcat:sdx7567xivdblhehvplfsmraba

Automatic Number Plate Recognition System using Raspberry Pi

Automatic Number Plate Recognition is a technology for computer vision to find the number plates of vehicles from the images.  ...  In this paper, we propose a technique of implementing Automatic Number Plate Recognition System using Python and Open Computer Vision Library.  ...  The proposed Automatic Number Plate Recognition (ANPR) could be a Computer vision technology used to extract image number plates using Open Computer Vision library (OpenCV) platform in Python [3] ..  ... 
doi:10.35940/ijitee.b7919.129219 fatcat:gu4eh6j3enebrpycxqmpmlp2vq

Plate Number Recognition based on Hybrid Techniques

Hawar Hussein Yaba, Hemin Omer Latif
2022 UHD Journal of Science and Technology  
The recognition of Arabic numbers from license plates is achieved by two methods as (1) Google Tesseract OCR based recognition and (2) Machine Learning-based training and testing Arabic number character  ...  Automatic License Plate Recognition becomes an addition to transportation systems automation. Where the extraction of the vehicle license plate is done without human intervention.  ...  Research of license plate recognition based on HSV space suggests an approach based on HSV color acknowledgment of license plate and fixes the fundamental issue of license plate acknowledgement.  ... 
doi:10.21928/uhdjst.v6n2y2022.pp39-48 fatcat:fc3mttlenrb5zi64hs6bjpx6lq

License Plate Recognition System Based on Color Coding Of License Plates [article]

Jani Biju Babjan
2015 arXiv   pre-print
License Plate Recognition Systems are used to determine the license plate number of a vehicle. The current system mainly uses Optical Character Recognition to recognize the number plate.  ...  So a new system to recognize the license plate number using color coding of license plates is proposed in this paper.  ...  The system first converts the license plate number which is in base-36 to base-255. For each number in base-255 scheme, there is a color which corresponds to the number.  ... 
arXiv:1506.03128v1 fatcat:gw5htz3inzbtvcaokuy6bwgcga

Residential Area Surveillance and Parking System

2020 International Journal of Engineering and Advanced Technology  
Automatic license plate recognition (ALPR) is used for finding the location of the license plate in the vehicle.  ...  License Plate recognition is the most efficient and cost effective technique used for detection and recognition purposes.  ...  INTRODUCTION Automatic Number Plate Recognition (ANPR) is a one of the image processing technology, where we can able to identify the vehicles by using the number (license) plate.  ... 
doi:10.35940/ijeat.d7241.069520 fatcat:db3j3bqhijfyxdetzb5ipznt2i

Improvised Guard for Next Level Security Automated Vehicle Security system using Artificial intelligence and Convolutional Neural Network

2020 International Journal of Engineering Research and  
The core technology of the system is built using a sequence of deep Convolutional Neural Networks (CNNs).  ...  This system performs face recognition of the driver and vehicle model, make detection and permit access by opening barrier gate.  ...  In this paper we try to address this problem of ANPR by using a pixel based segmentation algorithm of the alphanumeric characters in the license plate.  ... 
doi:10.17577/ijertv9is070085 fatcat:qtijlvvmvnetvigju6v65c6xjm


Adarsh Sai Daivansh Sham, Paritosh Pandey, Sambhav Jain, S. Kalaivani
The proposed program has obtained an accuracy of 92% in license plate detection and 81% in character recognition.  ...  We have developed a model based on multiple types of license plates from different countries. The dataset of images was trained using Yolov4 which uses CNN architectures.  ...  RELATED WORK Computer vision and character recognition, algorithms for license plate recognition play an important role in video analysis of the number plate image.  ... 
doi:10.34218/ijeet.12.5.2021.006 fatcat:gfhxsayusne2hknptltf4usvbu
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