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The Study of Plate Number Recognition for Parking Security System

Shakeeb M.A.N. Abdul Samad, Fahri Heltha, M. Faliq
2020 International Journal of Advanced Technology in Mechanical, Mechatronics and Materials  
The proposed method is worked well for Malaysian's private cars plate number, and can be implemented in car park system to increase level of security of the system by confirming the bar code of the parking  ...  The Extraction stage is extracted the plate number characters from binary image using a connected components method.  ...  Character recognition Character Recognition is the last stage of Smart Car Plate Number Recognition System, where the segmented image will be used for character recognition.  ... 
doi:10.37869/ijatec.v1i3.34 fatcat:fqjqx3twarbjzpwt6l7vluthti

Hybrid Approach for Detection and Recognition of Vehicles

K. S. Selvanayaki, Rm. SomaSundaram
2015 Journal of Computer Science  
The paper in overall suggest a hybrid approach for detecting number plate information in cars taken in good lighting conditions.  ...  Experimental results for the given car dataset describes the identification of the number plate region and tampered region quantitatively.  ...  Acknowledgement I would like to express my gratitude to all those who gave me these possibilities to submit the paper for the journal.  ... 
doi:10.3844/jcssp.2015.304.314 fatcat:fjhpvla5gnb4lghw574pur3sxe

Broken Character of Car Plate Recognition using Template Matching with Relocation Process

2020 International Journal of Advanced Trends in Computer Science and Engineering  
Results of evaluation show the performance rate of 84% for car plate area detection, 100% for the character recognition by CORR and 76% for the character recognition by SSIM.  ...  As conclusion, the proposed processes are suggested to be an alternative for character recognition in car plate to assist in the recognition of the broken character.  ...  ACKNOWLEDGEMENT The author would like to express our gratitude to Faculty Computer and Mathematical Sciences, Universiti Teknologi MARA Shah Alam for the support and opportunity given in completing this  ... 
doi:10.30534/ijatcse/2020/44952020 fatcat:s6zix62w7fa5hcvbdebyovlxoq

An Improved Template Matching Algorithm for Car License Plate Recognition

Shreeja Chakraborty, Ranjan Parekh
2015 International Journal of Computer Applications  
For recognition of number plate, a new algorithm is proposed, which uses dynamically generated license plate characters as database template and recognition is done using correlation technique.  ...  The license plate recognition system has two main parts: Segmentation of license plate characters and Recognition of characters from the plate.  ...  The main purpose of the paper is to design and create a robust system to recognize license plate characters from a car image.  ... 
doi:10.5120/20962-3670 fatcat:au2zrunsdbhkhpskpc2r6ojpuu

License Plate Recognition System using Neural Networks and Multithresholding Technique

Bharat Bhushan, Simranjot Singh, Ruchi Singla
2013 International Journal of Computer Applications  
The proposed technique helps to improve the quality of the images and detect the characters or digits of the number plate with a better recognition rate.  ...  For recognition and extraction of desired regions of the number plate of the vehicle, different algorithms are used.  ...  For example, a license plate recognition device can be put at an intersection and record the license plate of a car that runs a red light.  ... 
doi:10.5120/14576-2704 fatcat:c4hrlkxrlze73nv4hgdbptl2cy

Automatic System Recognition of License Plates using Neural Networks

Kalid A.Smadi, Takialddin Al Smadi
2017 International Journal of Engineering and Manufacturing  
The urgency to increase the efficiency of recognition of car number plates on images with a complex background need the development of methods, algorithms and programs to ensure high efficiency, To solve  ...  The proposed this work is to show a system that solves the practical problem of car identification for real scenes.  ...  Table 1 Comparison of technical specifications of Car Number Plates Recognition Systems and on the contrary in some respects it leaves them behind.  ... 
doi:10.5815/ijem.2017.04.03 fatcat:o6vkjmvzobe4lnrxkz4qdeek7y

Saudi License Plate Recognition

Saleh Basalamah
2013 International Journal of Computer and Electrical Engineering  
Automatic license plate recognition systems (LPR) can help reduce the number of traffic violations and make our streets safer.  ...  A second part of the system was developed to segment and recognize the characters in the located license plate.  ...  Further work can be added by using a more robust comparison method in the recognition part of the system to increase the accuracy of the recognition.  ... 
doi:10.7763/ijcee.2013.v5.649 fatcat:5v5ngndli5gknillvynsniegta

The Automatic License Plate Recognition Using Features Extraction And Neural Networks

Reem Abduljabber, University of Duhok, Mohammed Shakir, University of Duhok
2020 The Journal of The University of Duhok  
The aim of this paper is to suggest a scheme that will extract car number, country and province from the car images.  ...  The second set of data is based on 16 features extracted from the sub-images. A comparison between these two methods is made.  ...  In this work, the car plate recognition system is studied and a new scheme for recognition is suggested. the proposed scheme is based on two main stages: preprocessing stage and recognition stage using  ... 
doi:10.26682/csjuod.2020.23.2.36 fatcat:zdhi2v2xffc4llnopn3dye6nem


Dunya A. Abd Alhamza, Ammar D. Alaythawy
2020 Iraqi Journal of Information & Communications Technology  
The last stage is number recognition by using KNN (K- nearest neighbors) is one of the simple algorithms of machine learning used for matching numbers with training data to provide a correct prediction  ...  This paper, offers (LPR) consist of four main stages (preprocessing, license plate detection, segmentation, character recognition) the first stage takes a photo by the camera then preprocessing in this  ...  Yasser M. , Alginahi [9] proposed Automatic Arabic license plate recognition, use NN ( neural network) for recognition characters / numbers.  ... 
doi:10.31987/ijict.3.4.94 fatcat:khrpwz6derh6nmklxn7pqoci2u

Development of Car Plate Number Recognition using Image Processing and Database System for Domestic Car Park Application

The process method aims to resolve the image segmentation and character recognition problems and standardise car license plate.  ...  The development of car plate recognition is implementing the new technology of image processing in a parking management system, which it called Automatic License Plate Recognition to the civilians of Malaysia  ...  Secondly, Optical Character Recognition used to recognize each character in the car"s number plate. This method is used to understand how the character will be recognized.  ... 
doi:10.35940/ijitee.l3986.1081219 fatcat:buvsxmw7pjddrlz3me53ixz7qi

Automated Car Number Plate Recognition System using K-Nearest Neighbor

The Automatic number plate recognition (ANPR) is a mass reconnaissance strategy that utilizations optical character recognition on images to peruse the license plates on vehicles.  ...  In the previous work, the morphological operation is applied for the car number plate detection. The morphological operation has the low accuracy for the car number plate detection.  ...  The character recognition methods must handle all these flaws.  ... 
doi:10.35940/ijitee.j8782.0881019 fatcat:onp2cnb4fzhsvgs3yxmiu2sf2u

Parking entrance control using license plate detection and recognition

Mohamed Sayed Farag, Mostafa Mohamed Mohie El Din, Hassan Ahmed Elshenbary
2019 Indonesian Journal of Electrical Engineering and Computer Science  
The steps of car plate recognition are: preprocessing, License plate detection, character extraction and recognition. In the step of preprocessing, image was enhanced and noise was reduced.  ...  In the recent years, a lot of smart systems for parking lot access control were developed to control and register the car data.  ...  CONCLUSION In this paper we present a hybrid method to improve on the current techniques of car plate detection and recognition.  ... 
doi:10.11591/ijeecs.v15.i1.pp476-483 fatcat:hw6go2r5incv3n44mpvb46of2m

License Plate Detection and Recognition for Indonesian Cars

Priyanto Hidayatullah, Ferry Feirizal, Hadi Permana, Qori Mauluddiah, Andhika Dwitama
2016 International Journal on Electrical Engineering and Informatics  
This method consists of two main phases: plate localization and character recognition.  ...  However, those methods are tested for samples outside Indonesia. In this paper, an LPR method for Indonesian cars is presented.  ...  Acknowledgements We would like to express our gratitude to Mrs Transmissia Semiawan, Mrs Fitri Diani, Mr Dewa Gede Parta, Mr Bambang Wisnuadhi and Mr Haryadi for meaningful feedbacks.  ... 
doi:10.15676/ijeei.2016.8.2.7 fatcat:cg5yhjkrevcfnna2jyhqu2gymu

Automatic Vehicle Tracking System Based on Fixed Thresholding and Histogram Based Edge Processing

N. Shobha Rani, Neethu O. P., Nila Ponnath
2015 International Journal of Electrical and Computer Engineering (IJECE)  
The extracted number plate region is again processed using template matching algorithm for the recognition of the characters embossed on the number plate with respect to every individual piece of number  ...  The algorithm developed has achieved an accuracy of around 100% and works for both front and rear images of the car.  ...  Bailey et. al [3] had designed a modular structure interface for evaluation and comparison analysis of various for number plate recognition algorithms.  ... 
doi:10.11591/ijece.v5i4.pp869-878 fatcat:l2afjd7pcjf7vmnhqyijor4cjm

Real-time License Plate Recognition in Overweight Vehicle Balance System

In this paper, we propose a new framework for deeply evaluate efficient of license plate recognition system. Then a real application is deployed in the overweight balance system.  ...  Which consists some main steps such as: data collection, plate detection, character separation, character segmentation, characters recognition and character series connection.  ...  Plate detection [13] , Character spotting [14] , Number recognition [18] ).  ... 
doi:10.35940/ijitee.f3079.049620 fatcat:2evebsg765ahtjbl2ie2rzxfk4
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