Analysis and implementation of vehicle license plates detection and recognition tool

被引：0
|
作者：
Valdiviezo Saul, Maldonado [1 ]
Santacruz Eduardo, Vazquez [1 ]
机构：
[1] Univ Autonoma Metropolitana, Dept Matemat, Mexico City, Mexico
来源：
2023 12TH INTERNATIONAL CONFERENCE ON SOFTWARE PROCESS IMPROVEMENT, CIMPS 2023 | 2023年
关键词：
Digital image; License plate detection; Machine learning; Software engineering; Pattern recognition;
D O I：
10.1109/CIMPS61323.2023.10528847
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
Vehicle license plate detection and recognition it's a multi stage process, image pre- processing, license plate location, character location and recognition. We analyzed the multiple methodology used during this process, their features and results and implemented an algorithm that executes it. We applied a hybrid algorithm for plate location, a mathematical one for segmentation and a convolutional neural network for recognition, obtaining 98% in segmentation and recognition.
引用
收藏
页码：141 / 150
页数：10
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