Результаты исследований: Публикации в книгах, отчётах, сборниках, трудах конференций › статья в сборнике материалов конференции › научная › Рецензирование
This paper proposes the possibility of recognizing pedestrians in real time on the end devices using a microcomputer to automate the process of signaling traffic lights and improve system mobility. The paper is devoted to a brief analysis of existing systems for the detection of pedestrians, with the subsequent development of its own system based on those studied, and its further implementation on the Raspberry Pi microcomputer. A natural experiment was conducted to detect pedestrians in an image with the subsequent determination of their location at a pedestrian crossing. A number of popular pedestrian detection systems were analyzed in terms of speed, accuracy of determination, and the possibility of implementation on microcomputers. Recommendations on the choice of the system, conditions of use and improvement of characteristics. The developed system automates the work of the traffic light through the introduction of additional functions (tracking a pedestrian's posture, moving pedestrians along the roadway), ensuring the safety of road users, which allows to improve the level of the urban environment as a whole.
Язык оригинала | английский |
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Название основной публикации | Proceedings of the 2020 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering, EIConRus 2020 |
Редакторы | S. Shaposhnikov |
Издатель | Institute of Electrical and Electronics Engineers Inc. |
Страницы | 45-50 |
Число страниц | 6 |
ISBN (электронное издание) | 9781728157610 |
DOI | |
Состояние | Опубликовано - янв 2020 |
Событие | 2020 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering, EIConRus 2020 - St. Petersburg and Moscow, Российская Федерация Продолжительность: 27 янв 2020 → 30 янв 2020 |
Название | Proceedings of the 2020 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering, EIConRus 2020 |
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конференция | 2020 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering, EIConRus 2020 |
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Страна/Tерритория | Российская Федерация |
Город | St. Petersburg and Moscow |
Период | 27/01/20 → 30/01/20 |
ID: 87324746