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@article{ART002834340},
author={Dae-Hoon Kim and Do-Hyeon Kim and Dong-Hoon Lee and Kim, yoon},
title={A Robust Real-Time License Plate Recognition System Using Anchor-Free Method and Convolutional Neural Network},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2022},
volume={27},
number={4},
pages={19-26},
doi={10.9708/jksci.2022.27.04.019}

TY - JOUR
AU - Dae-Hoon Kim
AU - Do-Hyeon Kim
AU - Dong-Hoon Lee
AU - Kim, yoon
TI - A Robust Real-Time License Plate Recognition System Using Anchor-Free Method and Convolutional Neural Network
JO - Journal of The Korea Society of Computer and Information
PY - 2022
VL - 27
IS - 4
PB - The Korean Society Of Computer And Information
SP - 19
EP - 26
SN - 1598-849X
AB - With the recent development of intelligent transportation systems, car license plate recognition systems are being used in various fields. Such systems need to guarantee real-time performance to recognize the license plate of a driving car. Also, they should keep a high recognition rate even in problematic situations such as small license plates in low-resolution and unclear image due to distortion. In this paper, we propose a real-time car license plate recognition system that improved processing speed using object detection algorithm based on anchor-free method and text recognition algorithm based on Convolutional Neural Network(CNN). In addition, we used Spatial Transformer Network to increase the recognition rate on the low resolution or distorted images. We confirm that the proposed system is faster than previously existing car license plate recognition systems and maintains a high recognition rate in a variety of environment and quality images because the proposed system’s recognition rate is 93.769% and the processing speed per image is about 0.006 seconds.
KW - License Plate Recognition;Real-Time;Anchor-Free Method;CNN;Deep Learning
DO - 10.9708/jksci.2022.27.04.019
ER -

Dae-Hoon Kim, Do-Hyeon Kim, Dong-Hoon Lee and Kim, yoon. (2022). A Robust Real-Time License Plate Recognition System Using Anchor-Free Method and Convolutional Neural Network. Journal of The Korea Society of Computer and Information, 27(4), 19-26.

Dae-Hoon Kim, Do-Hyeon Kim, Dong-Hoon Lee and Kim, yoon. 2022, "A Robust Real-Time License Plate Recognition System Using Anchor-Free Method and Convolutional Neural Network", Journal of The Korea Society of Computer and Information, vol.27, no.4 pp.19-26. Available from: doi:10.9708/jksci.2022.27.04.019

Dae-Hoon Kim, Do-Hyeon Kim, Dong-Hoon Lee, Kim, yoon "A Robust Real-Time License Plate Recognition System Using Anchor-Free Method and Convolutional Neural Network" Journal of The Korea Society of Computer and Information 27.4 pp.19-26 (2022) : 19.

Dae-Hoon Kim, Do-Hyeon Kim, Dong-Hoon Lee, Kim, yoon. A Robust Real-Time License Plate Recognition System Using Anchor-Free Method and Convolutional Neural Network. 2022; 27(4), 19-26. Available from: doi:10.9708/jksci.2022.27.04.019

Dae-Hoon Kim, Do-Hyeon Kim, Dong-Hoon Lee and Kim, yoon. "A Robust Real-Time License Plate Recognition System Using Anchor-Free Method and Convolutional Neural Network" Journal of The Korea Society of Computer and Information 27, no.4 (2022) : 19-26.doi: 10.9708/jksci.2022.27.04.019

Dae-Hoon Kim; Do-Hyeon Kim; Dong-Hoon Lee; Kim, yoon. A Robust Real-Time License Plate Recognition System Using Anchor-Free Method and Convolutional Neural Network. Journal of The Korea Society of Computer and Information, 27(4), 19-26. doi: 10.9708/jksci.2022.27.04.019

Dae-Hoon Kim; Do-Hyeon Kim; Dong-Hoon Lee; Kim, yoon. A Robust Real-Time License Plate Recognition System Using Anchor-Free Method and Convolutional Neural Network. Journal of The Korea Society of Computer and Information. 2022; 27(4) 19-26. doi: 10.9708/jksci.2022.27.04.019

Dae-Hoon Kim, Do-Hyeon Kim, Dong-Hoon Lee, Kim, yoon. A Robust Real-Time License Plate Recognition System Using Anchor-Free Method and Convolutional Neural Network. 2022; 27(4), 19-26. Available from: doi:10.9708/jksci.2022.27.04.019

Dae-Hoon Kim, Do-Hyeon Kim, Dong-Hoon Lee and Kim, yoon. "A Robust Real-Time License Plate Recognition System Using Anchor-Free Method and Convolutional Neural Network" Journal of The Korea Society of Computer and Information 27, no.4 (2022) : 19-26.doi: 10.9708/jksci.2022.27.04.019