Embedded system design to control the entry and exit of vehicles online, at the main access of ESPOCH
In this research a embedded real-time system was developed by using Raspberry Pi3 (a reduced board computer), which is an equipment with a camera placed in strategic points of the mechanic arms at the main entrance and exit of Escuela Superior Politécnica de Chimborazo, this equipment captures image...
| Main Authors: | , , |
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| Format: | Article |
| Language: | Spanish |
| Published: |
Universidad Técnica de Babahoyo
2018-02-01
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| Series: | Journal of Science and Research |
| Subjects: | |
| Online Access: | https://revistas.utb.edu.ec/index.php/sr/article/view/418 |
| _version_ | 1811274364098707456 |
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| author | Javier J. Gavilanes Jairo R. Jácome Alexandra O. Pazmiño |
| author_facet | Javier J. Gavilanes Jairo R. Jácome Alexandra O. Pazmiño |
| author_sort | Javier J. Gavilanes |
| collection | DOAJ |
| description | In this research a embedded real-time system was developed by using Raspberry Pi3 (a reduced board computer), which is an equipment with a camera placed in strategic points of the mechanic arms at the main entrance and exit of Escuela Superior Politécnica de Chimborazo, this equipment captures images of vehicles that enter and exit the campus and the information is extracted through the implementation of a segmentation algorithm written in Python programming language and the collaboration of artificial vision bookstores offered by OpenCV, processing techniques were applied to extract the vehicle plate from the location scenery. Then, an Optical Character Recognition (OCR) algorithm also known as K-Nearest Neighbours (KNN) was applied, which after a training phase is able to identify letters and numbers on the automobile plates, the information is stored in the entrance database and it is deleted when the automobile exits the campus. |
| first_indexed | 2024-04-12T23:17:38Z |
| format | Article |
| id | doaj.art-d8913a06bb93448cac0dc899d074b4da |
| institution | Directory Open Access Journal |
| issn | 2528-8083 2528-8083 |
| language | Spanish |
| last_indexed | 2024-04-12T23:17:38Z |
| publishDate | 2018-02-01 |
| publisher | Universidad Técnica de Babahoyo |
| record_format | Article |
| series | Journal of Science and Research |
| spelling | doaj.art-d8913a06bb93448cac0dc899d074b4da2022-12-22T03:12:38ZspaUniversidad Técnica de BabahoyoJournal of Science and Research2528-80832528-80832018-02-013CITT201711312010.26910/issn.2528-8083vol3issCITT2017.2018pp113-120418Embedded system design to control the entry and exit of vehicles online, at the main access of ESPOCHJavier J. GavilanesJairo R. JácomeAlexandra O. PazmiñoIn this research a embedded real-time system was developed by using Raspberry Pi3 (a reduced board computer), which is an equipment with a camera placed in strategic points of the mechanic arms at the main entrance and exit of Escuela Superior Politécnica de Chimborazo, this equipment captures images of vehicles that enter and exit the campus and the information is extracted through the implementation of a segmentation algorithm written in Python programming language and the collaboration of artificial vision bookstores offered by OpenCV, processing techniques were applied to extract the vehicle plate from the location scenery. Then, an Optical Character Recognition (OCR) algorithm also known as K-Nearest Neighbours (KNN) was applied, which after a training phase is able to identify letters and numbers on the automobile plates, the information is stored in the entrance database and it is deleted when the automobile exits the campus.https://revistas.utb.edu.ec/index.php/sr/article/view/418AutomobileDatabaseInternet of thingsMySQLOpencvWeb server |
| spellingShingle | Javier J. Gavilanes Jairo R. Jácome Alexandra O. Pazmiño Embedded system design to control the entry and exit of vehicles online, at the main access of ESPOCH Journal of Science and Research Automobile Database Internet of things MySQL Opencv Web server |
| title | Embedded system design to control the entry and exit of vehicles online, at the main access of ESPOCH |
| title_full | Embedded system design to control the entry and exit of vehicles online, at the main access of ESPOCH |
| title_fullStr | Embedded system design to control the entry and exit of vehicles online, at the main access of ESPOCH |
| title_full_unstemmed | Embedded system design to control the entry and exit of vehicles online, at the main access of ESPOCH |
| title_short | Embedded system design to control the entry and exit of vehicles online, at the main access of ESPOCH |
| title_sort | embedded system design to control the entry and exit of vehicles online at the main access of espoch |
| topic | Automobile Database Internet of things MySQL Opencv Web server |
| url | https://revistas.utb.edu.ec/index.php/sr/article/view/418 |
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