Real-time Jordanian license plate recognition using deep learning
Sign Up to like & getrecommendations! Published in 2020 at "Journal of King Saud University - Computer and Information Sciences"
DOI: 10.1016/j.jksuci.2020.09.018
Abstract: Abstract Countries have different specifications for License Plates (LPs), therefore developing one Automatic license plate recognition (ALPR) system that works well for all LPs types is a difficult task. This paper aims to develop an… read more here.
Keywords: plate recognition; proposed approach; license plate; recognition ... See more keywords
Research on License Plate Recognition Algorithms Based on Deep Learning in Complex Environment
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2994287
Abstract: License plate recognition systems are widely used in modern smart cities, such as toll payment systems, parking fee payment systems and residential access control. Such electronic systems are not only convenient for people’s daily life,… read more here.
Keywords: license plate; plate recognition; deep learning; plate ... See more keywords
A Robust License Plate Recognition Model Based on Bi-LSTM
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DOI: 10.1109/access.2020.3040238
Abstract: License plate detection and recognition are still important and challenging tasks in natural scenes. At present, most methods have favorable effect on license plate recognition under restrictive conditions, and most of such license plates are… read more here.
Keywords: license plate; ccpd; plate recognition; plate ... See more keywords
License Plate Recognition System Based on Improved YOLOv5 and GRU
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3240439
Abstract: Aiming at the problem that the traditional license plate recognition method lacking of accuracy and speed, an end-to-end deep learning model for license plate location and recognition in natural scenarios was proposed. First, we added… read more here.
Keywords: recognition; license; license plate; plate recognition ... See more keywords
Lane-Based Traffic Arrival Pattern Estimation Using License Plate Recognition Data
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Intelligent Transportation Systems Magazine"
DOI: 10.1109/mits.2021.3051489
Abstract: Understanding the traffic arrival process and its patterns is of vital importance for delay and queue analysis at intersections. The installation of advance loop detectors to sense vehicle arrivals could be costly and biased. Utilizing… read more here.
Keywords: arrival; license plate; traffic arrival; traffic ... See more keywords
EILPR: Toward End-to-End Irregular License Plate Recognition Based on Automatic Perspective Alignment
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2021.3130898
Abstract: Automatic License plate recognition (ALPR) remains a challenging task in face of some difficulties such as multi-line character distribution and license plate (LP) deformation due to camera angles. Most existing ALPR methods either focus on… read more here.
Keywords: recognition; plate recognition; line; license plate ... See more keywords
Improving Robustness of License Plates Automatic Recognition in Natural Scenes
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2022.3151475
Abstract: Automatic license plate recognition plays an important role in intelligent transportation systems and is of great significance. However, at present, most current approaches are only concerned of license plate recognition under restrictive conditions, where the… read more here.
Keywords: license plates; license; plate recognition; license plate ... See more keywords
An Ultra-Fast Automatic License Plate Recognition Approach for Unconstrained Scenarios
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2023.3237581
Abstract: Recently, with the development of deep learning, Automatic License Plate Recognition (ALPR) has made great progress, However, there are still many challenges to accomplish license plate (LP) recognition under various traffic scenarios. One of them… read more here.
Keywords: automatic license; license; plate recognition; license plate ... See more keywords
Clustering Vehicle Temporal and Spatial Travel Behavior Using License Plate Recognition Data
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Advanced Transportation"
DOI: 10.1155/2017/1738085
Abstract: Understanding travel patterns of vehicle can support the planning and design of better services. In addition, vehicle clustering can improve management efficiency through more targeted access to groups of interest and facilitate planning by more… read more here.
Keywords: plate recognition; vehicle; license plate; spatial travel ... See more keywords
An Adaptive Approach for Multi-National Vehicle License Plate Recognition Using Multi-Level Deep Features and Foreground Polarity Detection Model
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DOI: 10.3390/app10062165
Abstract: License plate recognition system (LPR) plays a vital role in intelligent transport systems to build up smart environments. Numerous country specific methods have been proposed successfully for an LPR system, but there is a need… read more here.
Keywords: foreground polarity; plate recognition; plate; license plate ... See more keywords
A License Plate Recognition System with Robustness against Adverse Environmental Conditions Using Hopfield’s Neural Network
Sign Up to like & getrecommendations! Published in 2023 at "Axioms"
DOI: 10.3390/axioms12050424
Abstract: License plates typically have unique color, size, and shape characteristics in each country. This paper presents a general method for character extraction and pattern matching in license plate recognition systems. The proposed method is based… read more here.
Keywords: system robustness; plate; license plate; plate recognition ... See more keywords