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

页码：141 / 150

页数：10

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