License Plate Localization in Unconstrained Scenes Using a Two-Stage CNN-RNN
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2019.2900257
Abstract: Recent deep object detection methods neglect the intrinsic properties of the license plate, which limits the detection performance in unconstrained scenes. In this paper, we propose a two-stage deep learning-based method to locate license plates… read more here.
Keywords: license plates; stage; license; license plate ... See more keywords
Identifying License Plates in Distorted Vehicle Images: Detecting Distorted Vehicle Licence Plates Using a Novel Preprocessing Methods With Hybrid Feature Descriptors
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Intelligent Transportation Systems Magazine"
DOI: 10.1109/mits.2022.3210226
Abstract: Intelligent transportation systems (ITSs) play a key role in many people’s lives with different aspects. Most of the ITS applications include a system for detecting license plates (LPs) in transportation vehicles. A new framework for… read more here.
Keywords: vehicle images; system; distorted vehicle; detection ... 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 Efficient and Unified Recognition Method for Multiple License Plates in Unconstrained Scenarios
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2023.3237743
Abstract: License plate recognition is an important research topic in image recognition, which plays a vital role in helping the government effectively manage vehicles. At present, most license plate recognition methods focus on a single category… read more here.
Keywords: recognition; license; plates unconstrained; license plate ... See more keywords