Design of Intelligent Parking Management System Based on License Plate Recognition

Tian, Qing; Guo, Teng; Qiao, Shan; Wei, Yun; Fei, Wei-wei

doi:10.4304/jmm.9.6.774-780

Cited by 13 publications

(7 citation statements)

References 9 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Kharusi et.al [6], proposes an intelligent system to detect parking space based on image processing technique. Qing Tian et.al [7] introduces the intelligent parking management system based on LPR (License plate recognition) and provides almost 95 % accuracy in real time implementation. R. Yusnita et.al [8] designs an intelligent system for detecting parking space based on the Image processing technique.…”

Section: Literature Reviewmentioning

confidence: 99%

Innovative Way to Check the Status of Vacancy in Outdoor Parking Lots

2019

IJEAT

View full text Add to dashboard Cite

With the unprecedented increase in number of private vehicles, the availability of parking space has become a daunting task for vehicle owners. Be it a shopping mall or a government building, it is hard for drivers to find an appropriate space almost everywhere in the present times. This makes it necessary to find out novel ways to resolve the issues regarding car-parking. Though there are many systems in place for detection of space availability, but one has to shed huge amounts for their implementation. Also there are constraints in using rides-based technologies as they do not consider climatic changes and conditions. The study consists of designing a hybrid model to detect outdoor parking vacant lots and the lots getting vacant in the real-time scenario. The dataset for training, validating and testing the system is extracted from online source which consists of various images of parking lots collected from varied heights and angles. The proposed work in this paper is the advancement of our previous work [1] in which we are going to apply more advanced machine learning techniques to classify vacant and occupied parking lots in the outdoor parking areas.

show abstract

Section: Literature Reviewmentioning

confidence: 99%

Innovative Way to Check the Status of Vacancy in Outdoor Parking Lots

2019

IJEAT

View full text Add to dashboard Cite

show abstract

“…This information is used by the drivers to find the available parking lots. Qing Tian et.al [3] introduces the intelligent parking management system based on LPR (License plate recognition). LPR provides the right vehicle information, LP Number, LP Color, car type and access time of vehicle .Video streaming frame by frame of the vehicle has been designed to get the best information with high speed.…”

Section: Literature Reviewmentioning

confidence: 99%

A machine learning technique for detecting outdoor parking

Mago¹,

Kumar²

2018

IJET

View full text Add to dashboard Cite

In recent years, it has been observed that it becomes time-consuming and cumbersome job to find a vacant parking lot, especially in urban areas. Thus, it makes difficult for potential visitors or customers to search a vacant space for parking their vehicles and keeps on revolving round the parking area which not only increases frustration level but also wastes time and energy. In order to get an optimal parking lot immediately, there is a requirement of an efficient car-park routing systems. Current systems detecting vacant parking lots are either based on very expensive sensor based technology; or based on video based technologies which do not consider various weather conditions like sunny, cloudy and rainy weather. In the proposed work, a hybrid model is designed for detecting outdoor parking which detects the empty spaces available in the parking lots and the spaces/ slots getting vacant in the real-time scenario. This model is based on training, validating and testing the images (dataset) collected from various heights and angles of different parking areas stored in the repository. In this research, more advanced feature extractors and machine learning algorithms are evaluated in order to find the vacant parking lots in the outdoor park-ing areas.

show abstract

“…The system was tested in a garage of Boston University. Tian [ 23 ] proposed an intelligent parking management system based on License Plate Recognition (LPR), which recognises the licence plate automatically at the car park access point and provides vehicle information; experimental results show that this parking management system can achieve 95% accuracy, and can be applied to real-time implementation. Karunamoorthy [ 24 ] proposed an intelligent parking system that uses image-processing techniques to solve the problem of unnecessary time consumption in finding a parking space in commercial car parks.…”

Section: Related Studiesmentioning

confidence: 99%

An Intelligent Parking Management System for Urban Areas

Vera-Gómez

Quesada-Arencibia

García

et al. 2016

Sensors

View full text Add to dashboard Cite

In this article we describe a low-cost, minimally-intrusive system for the efficient management of parking spaces on both public roads and controlled zones. This system is based on wireless networks of photoelectric sensors that are deployed on the access roads into and out of these areas. The sensors detect the passage of vehicles on these roads and communicate this information to a data centre, thus making it possible to know the number of vehicles in the controlled zone and the occupancy levels in real-time. This information may be communicated to drivers to facilitate their search for a parking space and to authorities so that they may take steps to control traffic when congestion is detected.

show abstract

Design of Intelligent Parking Management System Based on License Plate Recognition

Cited by 13 publications

References 9 publications

Innovative Way to Check the Status of Vacancy in Outdoor Parking Lots

Innovative Way to Check the Status of Vacancy in Outdoor Parking Lots

A machine learning technique for detecting outdoor parking

An Intelligent Parking Management System for Urban Areas

Contact Info

Product

Resources

About