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Sensor network based vehicle classification and license plate identification system
2009
2009 Sixth International Conference on Networked Sensing Systems (INSS)
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In this paper, we describe the design and implementation of two such systems: a vehicle classifier based on acoustic signals and a license plate identification system using a camera. ...
Typically, for energy efficiency and scalability purposes, sensor networks have been used in the context of environmental and traffic monitoring applications in which operations at the sensor level are ...
VIDEO BASED LICENSE PLATE DETECTION NODE The video sensor node performs license plate detection of a vehicle traveling on a roadway using a camera, a magnetometer and a Stargate. ...
doi:10.1109/inss.2009.5409916
fatcat:qwrdwbri6bff3jr5zok5ipk5i4
Research on Intelligent Recognition System for Traffic Violation
2018
DEStech Transactions on Computer Science and Engineering
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For the realization that the system integrates the forensics of violation with license plate recognition in all day time, this paper proposes a set of efficient and robust vehicle detection and tracking ...
Vehicle detection was realized by the visual features of the license plate and color characteristic of the taillight to detect edge differential motion between image frames. ...
License Plate Recognition and Vehicle Tracking Vehicle detection results trigger the license plate recognition, including license plate location, character segmentation and character recognition. ...
doi:10.12783/dtcse/iceiti2017/18921
fatcat:fmqzlbqfznccjowddnxw3ph7fy
Vehicle License Plate Recognition
2021
Zenodo
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1.Introduction Vehicle License Plate Recognition aims to detect the presence of a license plate on a vehicle in a concise amount of time and with high accuracy. ...
Based on 4 or 8 neighborhood connectivity, CC-based algorithms identify connected pixels of the binary license plate into components. ...
doi:10.5281/zenodo.5171216
fatcat:xjvmin62wnco7fwtjmzhaowicq
An Intelligent System for Vehicle Access Control using RFID and ALPR Technologies
2016
The Arabian Journal for Science and Engineering
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Automated Number Plate Recognition (ANPR) system greatly enhances the ability of police to detect criminal activity that involves the use of vehicles. ...
ANPR systems use Optical Character Recognition (OCR) to read number plates through CCTV systems, which enables vehicle registration numbers to be stored, analyzed and retrieved, as required. ...
accurate vehicles plates localization is performed based on the concept of Random Sampling nsensus (RANSAC). ...
doi:10.1007/s13369-016-2136-0
fatcat:af5tcvzc4vhxhflfd2sy2qtkse
A Machine Learning Algorithm for Automatic Number Plate Recognition
2017
International Journal of Computer Applications
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However, it is a labor intensive job to identify all passing or parked vehicles' license plates. This paper presents a training based approach for the recognition of vehicle number plate. ...
We can use the uniqueness of a combination of characters in license plates for many purposes. ...
At present, there are several versions of OCR engine. One of them is based on fully connected feed forward artificial neural network with sigmoidal activation functions. ...
doi:10.5120/ijca2017915297
fatcat:74vijkh675hrvkpxaxxslnyg6e
Adaptive Speed Bump With Vehicle Identification for Intelligent Traffic Flow Control
2022
IEEE Access
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An image-based dynamic license plate recognition technique is then developed for robust vehicle identification. ...
The idea is to make the road bump operate adaptively based on the identification or driving speed of the incoming vehicle. ...
Nevertheless, it is still lack of vehicle identification to allow the unrestricted passing. To identify a vehicle, the most common method is based on the recognition of its license plate. ...
doi:10.1109/access.2022.3186010
fatcat:g74dseu5uzcipenufvb3behpu4
Vehicle Identification System by Automated Korean License Plate Reading
1998
IAPR International Workshop on Machine Vision Applications
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This paper introduces a vehicle identification system (VIS) by automated Korean license plate reading. ...
Our system showed excellent recognition results in the field test in real-world traffic environments. ...
Figure 4 illustrates several types of Korean license plates. system is based on Pentium industrial PC, all of the recognition software can be easily ported to other systems. ...
dblp:conf/mva/ChoiC98
fatcat:nwcfdr26izgqrlbzozj65ffxdi
Recognition of Taxi Violations Based on Semantic Segmentation of PSPNet and Improved YOLOv3
2021
Scientific Programming
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problem of repeated extraction of YOLOv3 vehicle image features. (2) This method can recognize two different violations of taxi (blocking license plate and illegal parking) rather than only one. (3) Based ...
To solve this problem, this study proposed a method of taxi violation recognition based on semantic segmentation of PSPNet and improved YOLOv3. (1) Based on YOLOv3, the proposed method introduces spatial ...
section shows the taxi recognition method based on the improved YOLOv3 network model. e third section continues to introduce the method of identifying illegal taxi license plate occlusion based on the ...
doi:10.1155/2021/4520190
fatcat:wseugf2abbbiviy2wvb3u55tsi
An Advanced ICTVSS Model for Real-Time Vehicle Traffic Applications
2019
Sensors
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The experimental results showed good performance and experienced that the proposed algorithm performed well in locating multi-license plate and differential methods, removing image noise of license plate ...
More seriously, the number of traffic accidents is positively increased with the increasing motorized vehicles. ...
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/s19194134
fatcat:yhct4sqn7jc5zlx2pgkobqvab4
Iranian License Plate Character Recognition Using Mixture of MLP Experts
2013
2013 International Conference on Communication Systems and Network Technologies
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The proposed recognition algorithm is evaluated on a database of Iranian license plate characters consisting of about 12000 binary images, and the recognition rate of 99.68% is achieved. ...
In this framework, a set of robust features are calculated from license plate characters based on directional projections and Kirsch edge detector, and then classified using mixture of experts which uses ...
We tested our recognition algorithm on a database of Iranian license plate characters produced using real-world images of vehicles in a highway which had been acquired by license plate recognition (LPR ...
doi:10.1109/csnt.2013.55
fatcat:4hsgnno57jen5dktdaat6qwznu
Disentangled Generation Network for Enlarged License Plate Recognition and A Unified Dataset
[article]
2022
arXiv
pre-print
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License plate recognition plays a critical role in many practical applications, but license plates of large vehicles are difficult to be recognized due to the factors of low resolution, contamination, ...
To handle this problem, we propose a novel task-level disentanglement generation framework based on the Disentangled Generation Network (DGNet), which disentangles the generation into the text generation ...
Li and Shen [14] propose a cascaded framework based on CNN and LSTM for segmented free-based license plate recognition, which significantly improved the accuracy of standard license plate recognition ...
arXiv:2206.00859v1
fatcat:sn4vncnw2ve6novtijirlsz56a
Automated Vehicle Monitoring System
2020
International Journal for Research in Applied Science and Engineering Technology
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We will use two Monochrome/Colour cameras for this process, one for detecting type of vehicle and other to extract license plate number. ...
The system is designed in such a way that when a vehicle will enter in a society the license plate number will be detected and data base will be checked for the details of car if details are verified then ...
By getting all the details of license plate in order to avoid invalid vehicle entry. ...
doi:10.22214/ijraset.2020.31128
fatcat:2n5p3h725jd4jlojcjld3gx5m4
Design, Implementation and Simulation of a Cloud Computing System for Enhancing Real-time Video Services by using VANET and Onboard Navigation Systems
[article]
2014
arXiv
pre-print
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Moreover, the associated architecture has been implemented on a small-scale simulator of an in-vehicle embedded system. ...
This work presents our initial investigations by describing the design of a global generic system. The designed system has been experimented with various scenarios of video-based road services. ...
Thus, drivers can define an itinerary based on meteorological criteria, notably to reduce the moving in areas having bad weather (e.g., snowy roads), -Sc.3 : a vehicle can extract on-the-fly the license ...
arXiv:1412.6149v1
fatcat:2q3a34hnjba2pllot5da4lu7xi
gPark: Vehicle Parking Management System Using Smart Glass
2016
Journal of Sensors
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The most important one, running on the smart Glass, scans the vehicle number plate and extracts the related information in real time. ...
The vehicle information is sent to the remote server for checking of any violation. ...
Acknowledgments The author would like to thank the following students who participated actively in the design and implementation of the prototype of this project: Benna Iqbal, Maryam Hassan, and Samina ...
doi:10.1155/2016/6260372
fatcat:naiccg4pb5da5ezh2f75u6guxa
Design and Implementation of a Highly Scalable, Low-Cost Distributed Traffic Violation Enforcement System in Phuket, Thailand
2021
Sustainability
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Based on the proposed architecture, we describe the implementation and deployment of the system, and perform a comparison of two different versions of the video-based enforcement system, one using classical ...
One of the main reasons for this trend is that, in many countries, road users violate road safety regulations and traffic laws. ...
It extracts the vehicle type, color, brand, and license plate number based on evidence images provided by the other analytics. ...
doi:10.3390/su13031210
fatcat:rdxumhp4sbb5nkpv2kivzgbcua
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